8555581 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 7609 mlr.classif.ranger(16) 6544250 num.trees 1584 7609 mtry 2 7609 min.node.size 8 7609 replace FALSE 7609 sample.fraction 0.231247789622284 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 1220 Click_prediction_small https://www.openml.org/data/download/184157/phpfGCaQC -1 18029441 description https://api.openml.org/data/download/18029441/descriptionc432b78b3e5.xml -1 18029442 predictions https://api.openml.org/data/download/18029442/predictionsc431de379b6.arff area_under_roc_curve 0.699146 [0.699146,0.699146] average_cost 0 f_measure 0.768143 [0.909156,0.07188] kappa 0.054213 kb_relative_information_score -2615.379858 mean_absolute_error 0.262386 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.804663 [0.836371,0.648101] predictive_accuracy 0.83451 prior_entropy 0.654113 recall 0.83451 [0.995816,0.03805] relative_absolute_error 0.936696 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.35899 root_relative_squared_error 0.959257 scimark_benchmark 1198.93804838261 [ 1161.97768764356, 981.919673834049, 387.815834925687, 1584.58741150479, 1878.38963400494 ] total_cost 0 usercpu_time_millis 929.836999999992 usercpu_time_millis_testing 43.9989999999962 usercpu_time_millis_training 885.837999999996 area_under_roc_curve 0.685102 [0.685102,0.685102] area_under_roc_curve 0.721309 [0.721309,0.721309] area_under_roc_curve 0.696196 [0.696196,0.696196] area_under_roc_curve 0.684634 [0.684634,0.684634] area_under_roc_curve 0.710448 [0.710448,0.710448] area_under_roc_curve 0.70842 [0.70842,0.70842] area_under_roc_curve 0.692571 [0.692571,0.692571] area_under_roc_curve 0.704493 [0.704493,0.704493] area_under_roc_curve 0.698448 [0.698448,0.698448] area_under_roc_curve 0.690284 [0.690284,0.690284] 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 0.77006 [0.908741,0.085517] f_measure 0.773314 [0.910766,0.09484] f_measure 0.769655 [0.908766,0.082988] f_measure 0.77054 [0.91014,0.081461] f_measure 0.770376 [0.909516,0.083565] f_measure 0.768577 [0.909466,0.073136] f_measure 0.763642 [0.908018,0.050992] f_measure 0.76703 [0.909241,0.065064] f_measure 0.762932 [0.908043,0.045584] f_measure 0.765055 [0.908866,0.054131] kappa 0.062871 kappa 0.07573 kappa 0.061111 kappa 0.06419 kappa 0.063796 kappa 0.05614 kappa 0.035807 kappa 0.049666 kappa 0.031659 kappa 0.04033 kb_relative_information_score -353.749173 kb_relative_information_score -180.828251 kb_relative_information_score -230.252035 kb_relative_information_score -287.211789 kb_relative_information_score -216.390144 kb_relative_information_score -245.616414 kb_relative_information_score -359.758116 kb_relative_information_score -210.09708 kb_relative_information_score -254.567757 kb_relative_information_score -276.909098 mean_absolute_error 0.265856 mean_absolute_error 0.259195 mean_absolute_error 0.261782 mean_absolute_error 0.262979 mean_absolute_error 0.26108 mean_absolute_error 0.26138 mean_absolute_error 0.26617 mean_absolute_error 0.260871 mean_absolute_error 0.261889 mean_absolute_error 0.262664 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 0.796576 [0.83718,0.596154] precision 0.827228 [0.838269,0.772727] precision 0.797082 [0.837009,0.6] precision 0.821438 [0.837209,0.74359] precision 0.808484 [0.837215,0.666667] precision 0.810839 [0.836492,0.684211] precision 0.785956 [0.834679,0.545455] precision 0.809042 [0.8359,0.676471] precision 0.783837 [0.834511,0.533333] precision 0.801292 [0.835267,0.633333] predictive_accuracy 0.834043 predictive_accuracy 0.837547 predictive_accuracy 0.834043 predictive_accuracy 0.836295 predictive_accuracy 0.835294 predictive_accuracy 0.835044 predictive_accuracy 0.83229 predictive_accuracy 0.834543 predictive_accuracy 0.832248 predictive_accuracy 0.833751 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 0.834043 [0.993679,0.046062] recall 0.837547 [0.99699,0.05052] recall 0.834043 [0.99398,0.044577] recall 0.836295 [0.99699,0.043091] recall 0.835294 [0.995485,0.044577] recall 0.835044 [0.996388,0.038633] recall 0.83229 [0.995485,0.026746] recall 0.834543 [0.996689,0.034175] recall 0.832248 [0.995786,0.02381] recall 0.833751 [0.996689,0.028274] relative_absolute_error 0.94899 relative_absolute_error 0.925211 relative_absolute_error 0.934446 relative_absolute_error 0.938719 relative_absolute_error 0.931939 relative_absolute_error 0.93301 relative_absolute_error 0.950108 relative_absolute_error 0.931195 relative_absolute_error 0.93529 relative_absolute_error 0.938057 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 0.361438 root_mean_squared_error 0.354064 root_mean_squared_error 0.359475 root_mean_squared_error 0.360901 root_mean_squared_error 0.357064 root_mean_squared_error 0.357446 root_mean_squared_error 0.360926 root_mean_squared_error 0.358258 root_mean_squared_error 0.359842 root_mean_squared_error 0.360424 root_relative_squared_error 0.965703 root_relative_squared_error 0.945999 root_relative_squared_error 0.960457 root_relative_squared_error 0.964269 root_relative_squared_error 0.954015 root_relative_squared_error 0.955037 root_relative_squared_error 0.964335 root_relative_squared_error 0.957205 root_relative_squared_error 0.961911 root_relative_squared_error 0.963467 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