7834826 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866514 eta 0.063538122702227 6767 max_depth 12 6767 min_child_weight 1.75607795496112 6767 subsample 0.109691594401374 6767 colsample_bytree 0.735135352239013 6767 colsample_bylevel 0.363175443373621 6767 lambda 297.993712594492 6767 alpha 0.373005820182606 6767 nthread 1 6767 nrounds 2180 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot24 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 16593407 description https://api.openml.org/data/download/16593407/description142a24815235.xml -1 16593408 predictions https://api.openml.org/data/download/16593408/predictions142a76134f75.arff area_under_roc_curve 0.590906 [0.590906,0.590906] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score 1.477754 mean_absolute_error 0.445573 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.431962 [0.657238,0] predictive_accuracy 0.657238 prior_entropy 0.927926 recall 0.657238 [1,0] relative_absolute_error 0.988589 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.470559 root_relative_squared_error 0.991417 scimark_benchmark 1324.9835042297 [ 1334.40997609257, 885.732347222542, 455.126929562134, 1727.07334250859, 2222.57492576269 ] total_cost 0 usercpu_time_millis 26.441 usercpu_time_millis_testing 0.265000000000015 usercpu_time_millis_training 26.176 area_under_roc_curve 0.579762 [0.579762,0.579762] area_under_roc_curve 0.50125 [0.50125,0.50125] area_under_roc_curve 0.73875 [0.73875,0.73875] area_under_roc_curve 0.5975 [0.5975,0.5975] area_under_roc_curve 0.65375 [0.65375,0.65375] area_under_roc_curve 0.450549 [0.450549,0.450549] area_under_roc_curve 0.579976 [0.579976,0.579976] area_under_roc_curve 0.728938 [0.728938,0.728938] area_under_roc_curve 0.531136 [0.531136,0.531136] area_under_roc_curve 0.504274 [0.504274,0.504274] 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 0.519396 [0.792079,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.184546 kb_relative_information_score -0.779756 kb_relative_information_score 1.535243 kb_relative_information_score -0.427871 kb_relative_information_score 1.223183 kb_relative_information_score -1.235893 kb_relative_information_score 0.34132 kb_relative_information_score 1.830608 kb_relative_information_score -0.442579 kb_relative_information_score -0.751047 mean_absolute_error 0.445667 mean_absolute_error 0.445837 mean_absolute_error 0.43538 mean_absolute_error 0.446298 mean_absolute_error 0.43683 mean_absolute_error 0.455283 mean_absolute_error 0.446694 mean_absolute_error 0.440233 mean_absolute_error 0.450658 mean_absolute_error 0.452851 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.429992 [0.655738,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] predictive_accuracy 0.655738 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.655738 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] relative_absolute_error 0.987766 relative_absolute_error 0.995703 relative_absolute_error 0.97235 relative_absolute_error 0.996732 relative_absolute_error 0.975586 relative_absolute_error 1.005073 relative_absolute_error 0.986112 relative_absolute_error 0.971849 relative_absolute_error 0.994862 relative_absolute_error 0.999704 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.469684 root_mean_squared_error 0.469296 root_mean_squared_error 0.461546 root_mean_squared_error 0.468103 root_mean_squared_error 0.463776 root_mean_squared_error 0.479333 root_mean_squared_error 0.473282 root_mean_squared_error 0.466572 root_mean_squared_error 0.475052 root_mean_squared_error 0.478621 root_relative_squared_error 0.988542 root_relative_squared_error 0.995306 root_relative_squared_error 0.978869 root_relative_squared_error 0.992776 root_relative_squared_error 0.983597 root_relative_squared_error 1.004856 root_relative_squared_error 0.992171 root_relative_squared_error 0.978103 root_relative_squared_error 0.99588 root_relative_squared_error 1.003363 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