8555814 2702 OpenML_Bot R 14971 Supervised Classification predictive_accuracy 7609 mlr.classif.ranger(16) 6544483 num.trees 871 7609 mtry 7 7609 min.node.size 16 7609 sample.fraction 0.128705502534285 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 18029907 description https://api.openml.org/data/download/18029907/descriptionc4a7e535eee.xml -1 18029908 predictions https://api.openml.org/data/download/18029908/predictionsc4a4a48710b.arff area_under_roc_curve 0.689321 [0.689321,0.689321] average_cost 0 f_measure 0.768574 [0.908686,0.076763] kappa 0.056296 kb_relative_information_score -3487.733332 mean_absolute_error 0.264374 mean_prior_absolute_error 0.280119 number_of_instances 39948 [33220,6728] precision 0.796094 [0.836596,0.596112] predictive_accuracy 0.833809 prior_entropy 0.654113 recall 0.833809 [0.994371,0.041023] relative_absolute_error 0.943792 root_mean_prior_squared_error 0.374238 root_mean_squared_error 0.360681 root_relative_squared_error 0.963776 scimark_benchmark 971.888705734301 [ 798.394934919711, 899.271749280834, 259.67920311089, 1052.54493644672, 1849.55270491335 ] total_cost 0 usercpu_time_millis 607.054000000004 usercpu_time_millis_testing 23.0819999999985 usercpu_time_millis_training 583.972000000005 area_under_roc_curve 0.675758 [0.675758,0.675758] area_under_roc_curve 0.715592 [0.715592,0.715592] area_under_roc_curve 0.683087 [0.683087,0.683087] area_under_roc_curve 0.677891 [0.677891,0.677891] area_under_roc_curve 0.701656 [0.701656,0.701656] area_under_roc_curve 0.693158 [0.693158,0.693158] area_under_roc_curve 0.682422 [0.682422,0.682422] area_under_roc_curve 0.691747 [0.691747,0.691747] area_under_roc_curve 0.688492 [0.688492,0.688492] area_under_roc_curve 0.684333 [0.684333,0.684333] 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 0.767836 [0.907764,0.077135] f_measure 0.776845 [0.911344,0.112948] f_measure 0.769481 [0.908139,0.085048] f_measure 0.770376 [0.909516,0.083565] f_measure 0.76879 [0.907864,0.082305] f_measure 0.771074 [0.909791,0.086351] f_measure 0.76521 [0.907766,0.061538] f_measure 0.767451 [0.908741,0.070028] f_measure 0.763252 [0.907392,0.050704] f_measure 0.76521 [0.908542,0.056657] kappa 0.053864 kappa 0.090579 kappa 0.060739 kappa 0.063796 kappa 0.057922 kappa 0.066642 kappa 0.04259 kappa 0.051681 kappa 0.033294 kappa 0.041118 kb_relative_information_score -457.254311 kb_relative_information_score -259.492725 kb_relative_information_score -310.483102 kb_relative_information_score -366.340613 kb_relative_information_score -291.518982 kb_relative_information_score -337.998378 kb_relative_information_score -453.412297 kb_relative_information_score -307.289673 kb_relative_information_score -345.363591 kb_relative_information_score -358.57966 mean_absolute_error 0.268424 mean_absolute_error 0.260871 mean_absolute_error 0.263493 mean_absolute_error 0.264639 mean_absolute_error 0.262865 mean_absolute_error 0.263643 mean_absolute_error 0.26841 mean_absolute_error 0.263028 mean_absolute_error 0.264169 mean_absolute_error 0.2642 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 0.784479 [0.836377,0.528302] precision 0.828542 [0.839675,0.773585] precision 0.789265 [0.837014,0.553571] precision 0.808484 [0.837215,0.666667] precision 0.786046 [0.836761,0.535714] precision 0.812439 [0.837468,0.688889] precision 0.782839 [0.835315,0.52381] precision 0.797983 [0.836115,0.609756] precision 0.773943 [0.834681,0.473684] precision 0.793775 [0.835354,0.588235] predictive_accuracy 0.83229 predictive_accuracy 0.838798 predictive_accuracy 0.833041 predictive_accuracy 0.835294 predictive_accuracy 0.832541 predictive_accuracy 0.835795 predictive_accuracy 0.83204 predictive_accuracy 0.833792 predictive_accuracy 0.831247 predictive_accuracy 0.83325 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 0.83229 [0.992474,0.041605] recall 0.838798 [0.996388,0.060921] recall 0.833041 [0.992474,0.046062] recall 0.835294 [0.995485,0.044577] recall 0.832541 [0.992173,0.044577] recall 0.835795 [0.995786,0.046062] recall 0.83204 [0.99398,0.032689] recall 0.833792 [0.995184,0.037147] recall 0.831247 [0.99398,0.026786] recall 0.83325 [0.995786,0.029762] relative_absolute_error 0.958155 relative_absolute_error 0.931195 relative_absolute_error 0.940555 relative_absolute_error 0.944643 relative_absolute_error 0.938313 relative_absolute_error 0.94109 relative_absolute_error 0.958106 relative_absolute_error 0.938893 relative_absolute_error 0.943432 relative_absolute_error 0.943541 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 0.363458 root_mean_squared_error 0.355036 root_mean_squared_error 0.361471 root_mean_squared_error 0.362458 root_mean_squared_error 0.358469 root_mean_squared_error 0.359681 root_mean_squared_error 0.362592 root_mean_squared_error 0.360292 root_mean_squared_error 0.361752 root_mean_squared_error 0.361529 root_relative_squared_error 0.9711 root_relative_squared_error 0.948597 root_relative_squared_error 0.965791 root_relative_squared_error 0.968428 root_relative_squared_error 0.95777 root_relative_squared_error 0.961007 root_relative_squared_error 0.968786 root_relative_squared_error 0.962641 root_relative_squared_error 0.967018 root_relative_squared_error 0.966421 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