8555671 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 7609 mlr.classif.ranger(16) 6544340 num.trees 1446 7609 mtry 5 7609 min.node.size 8 7609 replace FALSE 7609 sample.fraction 0.853324506431818 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 1220 Click_prediction_small https://www.openml.org/data/download/184157/phpfGCaQC -1 18029621 description https://api.openml.org/data/download/18029621/descriptionc3568c1ab25.xml -1 18029622 predictions https://api.openml.org/data/download/18029622/predictionsc357634e1bf.arff area_under_roc_curve 0.670464 [0.670464,0.670464] average_cost 0 f_measure 0.780196 [0.903278,0.172467] kappa 0.114192 kb_relative_information_score -3891.307419 mean_absolute_error 0.259455 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.775566 [0.843221,0.441519] predictive_accuracy 0.8268 prior_entropy 0.654113 recall 0.8268 [0.972547,0.107164] relative_absolute_error 0.92623 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.368142 root_relative_squared_error 0.98371 scimark_benchmark 1076.41616793056 [ 1162.20066717377, 993.226627960542, 395.192299184563, 1513.49241677665, 1317.96882855729 ] total_cost 0 usercpu_time_millis 4328.64700000001 usercpu_time_millis_testing 65.6820000000062 usercpu_time_millis_training 4262.965 area_under_roc_curve 0.65865 [0.65865,0.65865] area_under_roc_curve 0.67637 [0.67637,0.67637] area_under_roc_curve 0.661752 [0.661752,0.661752] area_under_roc_curve 0.665814 [0.665814,0.665814] area_under_roc_curve 0.67786 [0.67786,0.67786] area_under_roc_curve 0.676852 [0.676852,0.676852] area_under_roc_curve 0.673064 [0.673064,0.673064] area_under_roc_curve 0.681076 [0.681076,0.681076] area_under_roc_curve 0.665598 [0.665598,0.665598] area_under_roc_curve 0.668325 [0.668325,0.668325] 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 0.781796 [0.902955,0.183746] f_measure 0.783486 [0.903307,0.192037] f_measure 0.780149 [0.90427,0.167476] f_measure 0.780484 [0.901724,0.18203] f_measure 0.78498 [0.904689,0.194083] f_measure 0.783606 [0.904642,0.186158] f_measure 0.78009 [0.902603,0.175355] f_measure 0.777256 [0.903514,0.154034] f_measure 0.776124 [0.901928,0.154217] f_measure 0.773427 [0.903145,0.13217] kappa 0.122454 kappa 0.129905 kappa 0.112692 kappa 0.118246 kappa 0.134743 kappa 0.128332 kappa 0.114939 kappa 0.100301 kappa 0.09633 kappa 0.082102 kb_relative_information_score -490.810046 kb_relative_information_score -334.514898 kb_relative_information_score -392.991406 kb_relative_information_score -404.594407 kb_relative_information_score -341.479229 kb_relative_information_score -352.923198 kb_relative_information_score -436.041003 kb_relative_information_score -315.702355 kb_relative_information_score -430.894872 kb_relative_information_score -391.356006 mean_absolute_error 0.26389 mean_absolute_error 0.257113 mean_absolute_error 0.259363 mean_absolute_error 0.26008 mean_absolute_error 0.257835 mean_absolute_error 0.25798 mean_absolute_error 0.262069 mean_absolute_error 0.257054 mean_absolute_error 0.260209 mean_absolute_error 0.258953 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280147 mean_prior_absolute_error 0.280009 mean_prior_absolute_error 0.280009 number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3995 [3322,673] number_of_instances 3994 [3322,672] number_of_instances 3994 [3322,672] precision 0.776644 [0.8442,0.443182] precision 0.779007 [0.845045,0.453039] precision 0.77786 [0.842872,0.456954] precision 0.773126 [0.843873,0.423913] precision 0.783304 [0.845409,0.476744] precision 0.781994 [0.844648,0.472727] precision 0.774186 [0.843358,0.432749] precision 0.772982 [0.841558,0.434483] precision 0.76807 [0.841502,0.405063] precision 0.7671 [0.839803,0.407692] predictive_accuracy 0.826533 predictive_accuracy 0.827284 predictive_accuracy 0.828285 predictive_accuracy 0.824531 predictive_accuracy 0.829537 predictive_accuracy 0.829287 predictive_accuracy 0.825782 predictive_accuracy 0.826783 predictive_accuracy 0.824236 predictive_accuracy 0.825739 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 prior_entropy 0.654113 recall 0.826533 [0.9705,0.115899] recall 0.827284 [0.970199,0.121842] recall 0.828285 [0.975316,0.102526] recall 0.824531 [0.968092,0.115899] recall 0.829537 [0.972908,0.121842] recall 0.829287 [0.973811,0.115899] recall 0.825782 [0.970801,0.109955] recall 0.826783 [0.975316,0.093611] recall 0.824236 [0.971704,0.095238] recall 0.825739 [0.976821,0.078869] relative_absolute_error 0.941969 relative_absolute_error 0.917779 relative_absolute_error 0.925812 relative_absolute_error 0.928372 relative_absolute_error 0.920359 relative_absolute_error 0.920875 relative_absolute_error 0.935472 relative_absolute_error 0.917569 relative_absolute_error 0.929291 relative_absolute_error 0.924805 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.374275 root_mean_prior_squared_error 0.37409 root_mean_prior_squared_error 0.37409 root_mean_squared_error 0.371372 root_mean_squared_error 0.365172 root_mean_squared_error 0.369666 root_mean_squared_error 0.369627 root_mean_squared_error 0.365564 root_mean_squared_error 0.365541 root_mean_squared_error 0.368924 root_mean_squared_error 0.366119 root_mean_squared_error 0.370038 root_mean_squared_error 0.369331 root_relative_squared_error 0.992244 root_relative_squared_error 0.975679 root_relative_squared_error 0.987687 root_relative_squared_error 0.987581 root_relative_squared_error 0.976725 root_relative_squared_error 0.976666 root_relative_squared_error 0.985702 root_relative_squared_error 0.97821 root_relative_squared_error 0.989167 root_relative_squared_error 0.987278 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