1931678 2702 OpenML_Bot R 37 Supervised Classification 5971 mlr.classif.xgboost(6) 93524 booster gblinear 5971 eta 0.677018554105248 5971 subsample 0.60664880592376 5971 lambda 0.684248430333266 5971 alpha 0.00309634653837576 5971 nrounds 1361 5971 verbose 0 5971 openml.seed 1 5971 openml.kind Mersenne-Twister 5971 openml.normal.kind Inversion 5971 botV1 mlrRandomBot sciBenchV1.0 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 4812791 description https://api.openml.org/data/download/4812791/description68916dcc0c8.xml -1 4812792 predictions https://api.openml.org/data/download/4812792/predictions68915c761b76.arff area_under_roc_curve 0.8296567164179104 [0.829657,0.829657] average_cost 0 f_measure 0.7677325863048612 [0.836019,0.640333] kappa 0.4794546309355901 kb_relative_information_score 254.48883949538163 mean_absolute_error 0.31049622663522314 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] precision 0.7696127024912235 [0.794595,0.723005] predictive_accuracy 0.7747395833333333 prior_entropy 0.9334867928309245 recall 0.7747395833333334 [0.882,0.574627] relative_absolute_error 0.6831730287199603 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.39642195080816683 root_relative_squared_error 0.831699361581978 scimark_benchmark 1750.78755933496 [ 899.093113402062, 1247.22006990291, 464.8233004329, 1892.73646209386, 4250.06485084306 ] total_cost 0 usercpu_time_millis 2.83099999999999 usercpu_time_millis_testing 0.00600000000000023 usercpu_time_millis_training 2.82499999999999 area_under_roc_curve 0.914814814814815 [0.914815,0.914815] area_under_roc_curve 0.737037037037037 [0.737037,0.737037] area_under_roc_curve 0.8866666666666667 [0.886667,0.886667] area_under_roc_curve 0.8318518518518518 [0.831852,0.831852] area_under_roc_curve 0.8088888888888889 [0.808889,0.808889] area_under_roc_curve 0.8903703703703705 [0.89037,0.89037] area_under_roc_curve 0.7948148148148149 [0.794815,0.794815] area_under_roc_curve 0.8711111111111111 [0.871111,0.871111] area_under_roc_curve 0.8238461538461539 [0.823846,0.823846] area_under_roc_curve 0.766923076923077 [0.766923,0.766923] 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 0.8441558441558441 [0.88,0.777778] f_measure 0.6617669465154054 [0.766355,0.468085] f_measure 0.7878921078921078 [0.846154,0.68] f_measure 0.7170686456400742 [0.821429,0.52381] f_measure 0.7732131813764467 [0.838095,0.653061] f_measure 0.8304118821585662 [0.871287,0.754717] f_measure 0.7878921078921078 [0.846154,0.68] f_measure 0.7937567020135827 [0.862385,0.666667] f_measure 0.7781321991848308 [0.851852,0.636364] f_measure 0.6884765104249988 [0.780952,0.510638] kappa 0.6577777777777777 kappa 0.24182749113824342 kappa 0.5276073619631902 kappa 0.36468646864686466 kappa 0.4936170212765959 kappa 0.6260739633918567 kappa 0.5276073619631902 kappa 0.5367027677496993 kappa 0.4950166112956811 kappa 0.29516129032258054 kb_relative_information_score 33.86177474870315 kb_relative_information_score 17.40076525117358 kb_relative_information_score 27.520782121859316 kb_relative_information_score 23.439859384992683 kb_relative_information_score 24.94499555175015 kb_relative_information_score 29.20196482245946 kb_relative_information_score 25.80669830953128 kb_relative_information_score 28.38028167274929 kb_relative_information_score 25.009836251441044 kb_relative_information_score 18.921881380721473 mean_absolute_error 0.27159859890771376 mean_absolute_error 0.35024895717377785 mean_absolute_error 0.3034529334188185 mean_absolute_error 0.3190678083186655 mean_absolute_error 0.31739784569128765 mean_absolute_error 0.2951883330650918 mean_absolute_error 0.30896701911682045 mean_absolute_error 0.2975030218722759 mean_absolute_error 0.306246456282679 mean_absolute_error 0.33556162534085543 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.45242652084757423 mean_prior_absolute_error 0.45242652084757423 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.8441558441558441 [0.88,0.777778] precision 0.6599339257233994 [0.719298,0.55] precision 0.788276136102223 [0.814815,0.73913] precision 0.7389191453707582 [0.741935,0.733333] precision 0.7744982290436836 [0.8,0.727273] precision 0.8299543593661242 [0.862745,0.769231] precision 0.788276136102223 [0.814815,0.73913] precision 0.8094871230464451 [0.79661,0.833333] precision 0.7878604557370438 [0.793103,0.777778] precision 0.6859193438140806 [0.745455,0.571429] predictive_accuracy 0.8441558441558442 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.7922077922077922 predictive_accuracy 0.7402597402597402 predictive_accuracy 0.7792207792207791 predictive_accuracy 0.8311688311688311 predictive_accuracy 0.7922077922077922 predictive_accuracy 0.8051948051948052 predictive_accuracy 0.7894736842105263 predictive_accuracy 0.6973684210526316 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 recall 0.8441558441558441 [0.88,0.777778] recall 0.6753246753246753 [0.82,0.407407] recall 0.7922077922077922 [0.88,0.62963] recall 0.7402597402597403 [0.92,0.407407] recall 0.7792207792207793 [0.88,0.592593] recall 0.8311688311688312 [0.88,0.740741] recall 0.7922077922077922 [0.88,0.62963] recall 0.8051948051948052 [0.94,0.555556] recall 0.7894736842105263 [0.92,0.538462] recall 0.6973684210526315 [0.82,0.461538] relative_absolute_error 0.596918891249521 relative_absolute_error 0.7697765011244121 relative_absolute_error 0.6669282878897478 relative_absolute_error 0.7012466306562498 relative_absolute_error 0.6975763899261008 relative_absolute_error 0.6487643647340056 relative_absolute_error 0.679047135094201 relative_absolute_error 0.6538515834528381 relative_absolute_error 0.6768976666287334 relative_absolute_error 0.7416930924213184 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4744699650121647 root_mean_prior_squared_error 0.4744699650121647 root_mean_squared_error 0.34226845466861894 root_mean_squared_error 0.4556552535359014 root_mean_squared_error 0.3759797633639976 root_mean_squared_error 0.4054387614834094 root_mean_squared_error 0.3963359058239943 root_mean_squared_error 0.3584017134114399 root_mean_squared_error 0.40769423897402735 root_mean_squared_error 0.3778439036368411 root_mean_squared_error 0.39862928599094566 root_mean_squared_error 0.43358550375389615 root_relative_squared_error 0.7172806357672542 root_relative_squared_error 0.9549015852581477 root_relative_squared_error 0.7879283060498651 root_relative_squared_error 0.8496645502521427 root_relative_squared_error 0.8305879978979257 root_relative_squared_error 0.7510905704258605 root_relative_squared_error 0.8543912795383559 root_relative_squared_error 0.7918349229227495 root_relative_squared_error 0.8401570497317473 root_relative_squared_error 0.9138312975043208 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