8555736 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 7609 mlr.classif.ranger(16) 6544405 num.trees 1581 7609 mtry 8 7609 min.node.size 2979 7609 sample.fraction 0.463371446332894 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 18029751 description https://api.openml.org/data/download/18029751/descriptionc432c35df05.xml -1 18029752 predictions https://api.openml.org/data/download/18029752/predictionsc435aa2603c.arff area_under_roc_curve 0.679684 [0.679684,0.679684] average_cost 0 f_measure 0.757056 [0.908116,0.011188] kappa 0.007991 kb_relative_information_score -2639.061464 mean_absolute_error 0.26525 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.790551 [0.832259,0.584615] predictive_accuracy 0.831856 prior_entropy 0.654113 recall 0.831856 [0.999187,0.005648] relative_absolute_error 0.946919 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.36311 root_relative_squared_error 0.970266 scimark_benchmark 1201.90463132744 [ 1162.95773225243, 982.154898160023, 387.736150356383, 1580.75528847528, 1895.91908739309 ] total_cost 0 usercpu_time_millis 572.255000000001 usercpu_time_millis_testing 20.5400000000045 usercpu_time_millis_training 551.714999999997 area_under_roc_curve 0.673055 [0.673055,0.673055] area_under_roc_curve 0.701866 [0.701866,0.701866] area_under_roc_curve 0.671663 [0.671663,0.671663] area_under_roc_curve 0.67065 [0.67065,0.67065] area_under_roc_curve 0.700969 [0.700969,0.700969] area_under_roc_curve 0.690116 [0.690116,0.690116] area_under_roc_curve 0.671628 [0.671628,0.671628] area_under_roc_curve 0.68827 [0.68827,0.68827] area_under_roc_curve 0.679413 [0.679413,0.679413] area_under_roc_curve 0.66009 [0.66009,0.66009] 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 0.759762 [0.907296,0.031519] f_measure 0.755056 [0.908022,0] f_measure 0.755535 [0.907997,0.002963] f_measure 0.75541 [0.907848,0.002959] f_measure 0.755884 [0.907823,0.0059] f_measure 0.76076 [0.908966,0.029197] f_measure 0.757546 [0.908046,0.014663] f_measure 0.756735 [0.908246,0.008863] f_measure 0.757154 [0.908519,0.008889] f_measure 0.756554 [0.908395,0.005935] kappa 0.019689 kappa 0 kappa 0.001967 kappa 0.001466 kappa 0.003424 kappa 0.023433 kappa 0.010262 kappa 0.006886 kappa 0.007404 kappa 0.004941 kb_relative_information_score -308.85573 kb_relative_information_score -194.847295 kb_relative_information_score -264.542463 kb_relative_information_score -278.170633 kb_relative_information_score -234.050124 kb_relative_information_score -253.940577 kb_relative_information_score -329.361287 kb_relative_information_score -228.64424 kb_relative_information_score -240.37333 kb_relative_information_score -306.275786 mean_absolute_error 0.267212 mean_absolute_error 0.262734 mean_absolute_error 0.265039 mean_absolute_error 0.265378 mean_absolute_error 0.264784 mean_absolute_error 0.265041 mean_absolute_error 0.267828 mean_absolute_error 0.263847 mean_absolute_error 0.264364 mean_absolute_error 0.266273 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 0.767002 [0.833249,0.44] precision 0.691458 [0.831539,0] precision 0.775826 [0.831705,0.5] precision 0.747714 [0.831663,0.333333] precision 0.759083 [0.83183,0.4] precision 0.833507 [0.833543,0.833333] precision 0.785774 [0.832413,0.555556] precision 0.818288 [0.832122,0.75] precision 0.860577 [0.832373,1] precision 0.860403 [0.832164,1] predictive_accuracy 0.830788 predictive_accuracy 0.831539 predictive_accuracy 0.831539 predictive_accuracy 0.831289 predictive_accuracy 0.831289 predictive_accuracy 0.833542 predictive_accuracy 0.83179 predictive_accuracy 0.83204 predictive_accuracy 0.832499 predictive_accuracy 0.832248 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 0.830788 [0.995786,0.016345] recall 0.831539 [1,0] recall 0.831539 [0.999699,0.001486] recall 0.831289 [0.999398,0.001486] recall 0.831289 [0.999097,0.002972] recall 0.833542 [0.999398,0.014859] recall 0.83179 [0.998796,0.007429] recall 0.83204 [0.999699,0.004458] recall 0.832499 [1,0.004464] recall 0.832248 [1,0.002976] relative_absolute_error 0.953828 relative_absolute_error 0.937844 relative_absolute_error 0.946073 relative_absolute_error 0.947282 relative_absolute_error 0.945162 relative_absolute_error 0.94608 relative_absolute_error 0.956027 relative_absolute_error 0.941818 relative_absolute_error 0.944129 relative_absolute_error 0.950946 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 0.364332 root_mean_squared_error 0.359783 root_mean_squared_error 0.363638 root_mean_squared_error 0.363976 root_mean_squared_error 0.360921 root_mean_squared_error 0.362573 root_mean_squared_error 0.364543 root_mean_squared_error 0.362267 root_mean_squared_error 0.363757 root_mean_squared_error 0.365278 root_relative_squared_error 0.973434 root_relative_squared_error 0.96128 root_relative_squared_error 0.97158 root_relative_squared_error 0.972484 root_relative_squared_error 0.964321 root_relative_squared_error 0.968735 root_relative_squared_error 0.973999 root_relative_squared_error 0.967916 root_relative_squared_error 0.972377 root_relative_squared_error 0.976444 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