7834555 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5866243 num.trees 463 6794 mtry 16 6794 sample.fraction 0.345771343656816 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16592867 description https://api.openml.org/data/download/16592867/description14fd059ece6f2.xml -1 16592868 predictions https://api.openml.org/data/download/16592868/predictions14fd0153865ab.arff area_under_roc_curve 0.795862 [0.795862,0.795862] average_cost 0 f_measure 0.749955 [0.843019,0.532803] kappa 0.383526 kb_relative_information_score 199.496172 mean_absolute_error 0.334368 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.752233 [0.791719,0.660099] predictive_accuracy 0.765 prior_entropy 0.881778 recall 0.765 [0.901429,0.446667] relative_absolute_error 0.795811 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.401764 root_relative_squared_error 0.876721 scimark_benchmark 1299.02151454283 [ 1303.19218610962, 884.410335588089, 442.52647925519, 1683.78159732002, 2181.19697444123 ] total_cost 0 usercpu_time_millis 14.338 usercpu_time_millis_testing 0.850000000000009 usercpu_time_millis_training 13.488 area_under_roc_curve 0.867143 [0.867143,0.867143] area_under_roc_curve 0.74619 [0.74619,0.74619] area_under_roc_curve 0.757619 [0.757619,0.757619] area_under_roc_curve 0.791905 [0.791905,0.791905] area_under_roc_curve 0.835714 [0.835714,0.835714] area_under_roc_curve 0.797619 [0.797619,0.797619] area_under_roc_curve 0.804286 [0.804286,0.804286] area_under_roc_curve 0.851905 [0.851905,0.851905] area_under_roc_curve 0.778095 [0.778095,0.778095] area_under_roc_curve 0.751429 [0.751429,0.751429] 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 0.774078 [0.860927,0.571429] f_measure 0.722242 [0.848101,0.428571] f_measure 0.746043 [0.825175,0.561404] f_measure 0.795635 [0.861111,0.642857] f_measure 0.735492 [0.832215,0.509804] f_measure 0.751598 [0.835616,0.555556] f_measure 0.763511 [0.841379,0.581818] f_measure 0.759858 [0.866242,0.511628] f_measure 0.731045 [0.834437,0.489796] f_measure 0.70413 [0.823529,0.425532] kappa 0.441489 kappa 0.310345 kappa 0.387255 kappa 0.50495 kappa 0.348958 kappa 0.393939 kappa 0.425 kappa 0.403409 kappa 0.335106 kappa 0.266304 kb_relative_information_score 25.263603 kb_relative_information_score 17.646703 kb_relative_information_score 16.686265 kb_relative_information_score 16.639754 kb_relative_information_score 21.599644 kb_relative_information_score 21.691506 kb_relative_information_score 21.722536 kb_relative_information_score 26.213482 kb_relative_information_score 17.937626 kb_relative_information_score 14.095054 mean_absolute_error 0.318169 mean_absolute_error 0.337772 mean_absolute_error 0.343046 mean_absolute_error 0.345165 mean_absolute_error 0.332488 mean_absolute_error 0.326157 mean_absolute_error 0.326353 mean_absolute_error 0.315914 mean_absolute_error 0.344659 mean_absolute_error 0.353952 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.782781 [0.802469,0.736842] precision 0.757955 [0.761364,0.75] precision 0.743531 [0.808219,0.592593] precision 0.794179 [0.837838,0.692308] precision 0.735081 [0.78481,0.619048] precision 0.749342 [0.802632,0.625] precision 0.761333 [0.813333,0.64] precision 0.800973 [0.781609,0.846154] precision 0.733918 [0.777778,0.631579] precision 0.707796 [0.759036,0.588235] predictive_accuracy 0.79 predictive_accuracy 0.76 predictive_accuracy 0.75 predictive_accuracy 0.8 predictive_accuracy 0.75 predictive_accuracy 0.76 predictive_accuracy 0.77 predictive_accuracy 0.79 predictive_accuracy 0.75 predictive_accuracy 0.73 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.79 [0.928571,0.466667] recall 0.76 [0.957143,0.3] recall 0.75 [0.842857,0.533333] recall 0.8 [0.885714,0.6] recall 0.75 [0.885714,0.433333] recall 0.76 [0.871429,0.5] recall 0.77 [0.871429,0.533333] recall 0.79 [0.971429,0.366667] recall 0.75 [0.9,0.4] recall 0.73 [0.9,0.333333] relative_absolute_error 0.757258 relative_absolute_error 0.803913 relative_absolute_error 0.816466 relative_absolute_error 0.821508 relative_absolute_error 0.791338 relative_absolute_error 0.77627 relative_absolute_error 0.776736 relative_absolute_error 0.751891 relative_absolute_error 0.820305 relative_absolute_error 0.842422 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.374837 root_mean_squared_error 0.415922 root_mean_squared_error 0.417368 root_mean_squared_error 0.403894 root_mean_squared_error 0.392833 root_mean_squared_error 0.400521 root_mean_squared_error 0.398178 root_mean_squared_error 0.383446 root_mean_squared_error 0.411805 root_mean_squared_error 0.416451 root_relative_squared_error 0.81796 root_relative_squared_error 0.907615 root_relative_squared_error 0.910772 root_relative_squared_error 0.881369 root_relative_squared_error 0.857232 root_relative_squared_error 0.874008 root_relative_squared_error 0.868896 root_relative_squared_error 0.836747 root_relative_squared_error 0.898631 root_relative_squared_error 0.90877 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