1931667 2702 OpenML_Bot R 37 Supervised Classification 5971 mlr.classif.xgboost(6) 93513 booster gblinear 5971 eta 0.197688496763946 5971 subsample 0.601702412893064 5971 lambda 0.00231064000482619 5971 alpha 0.0333038843478725 5971 nrounds 4927 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 4812769 description https://api.openml.org/data/download/4812769/description278f399233c6.xml -1 4812770 predictions https://api.openml.org/data/download/4812770/predictions278f32f417ef.arff area_under_roc_curve 0.8299925373134327 [0.829993,0.829993] average_cost 0 f_measure 0.7692333559042677 [0.836812,0.643154] kappa 0.48293355044779857 kb_relative_information_score 255.10407711795943 mean_absolute_error 0.31013219851441437 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] precision 0.7709981640181293 [0.796029,0.724299] predictive_accuracy 0.7760416666666667 prior_entropy 0.9334867928309245 recall 0.7760416666666666 [0.882,0.578358] relative_absolute_error 0.6823720715021314 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.3963150924342572 root_relative_squared_error 0.8314751710668485 scimark_benchmark 1887.45741906141 [ 961.014126721763, 1328.93448827586, 494.811900460829, 2024.27799227799, 4628.24858757062 ] total_cost 0 usercpu_time_millis 8.42499999999999 usercpu_time_millis_testing 0.00700000000000145 usercpu_time_millis_training 8.41799999999999 area_under_roc_curve 0.9155555555555555 [0.915556,0.915556] area_under_roc_curve 0.737037037037037 [0.737037,0.737037] area_under_roc_curve 0.8851851851851852 [0.885185,0.885185] area_under_roc_curve 0.8333333333333334 [0.833333,0.833333] area_under_roc_curve 0.8118518518518517 [0.811852,0.811852] area_under_roc_curve 0.8911111111111112 [0.891111,0.891111] area_under_roc_curve 0.7985185185185185 [0.798519,0.798519] area_under_roc_curve 0.8725925925925925 [0.872593,0.872593] area_under_roc_curve 0.8261538461538462 [0.826154,0.826154] area_under_roc_curve 0.7676923076923078 [0.767692,0.767692] 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 0.7339118036792455 [0.828829,0.55814] 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 0.4021250510829588 kappa 0.4936170212765959 kappa 0.6260739633918567 kappa 0.5276073619631902 kappa 0.5367027677496993 kappa 0.4950166112956811 kappa 0.29516129032258054 kb_relative_information_score 33.95005090152465 kb_relative_information_score 17.493700494128976 kb_relative_information_score 27.568341646502976 kb_relative_information_score 23.4347640038866 kb_relative_information_score 25.01705140004809 kb_relative_information_score 29.218514100292097 kb_relative_information_score 25.95374259669895 kb_relative_information_score 28.449574318962277 kb_relative_information_score 25.074992410923475 kb_relative_information_score 18.94334524499126 mean_absolute_error 0.27110042406076734 mean_absolute_error 0.3498808134879385 mean_absolute_error 0.30311751171535295 mean_absolute_error 0.31901948510475653 mean_absolute_error 0.316892826010461 mean_absolute_error 0.29503638599696874 mean_absolute_error 0.3080860093574632 mean_absolute_error 0.29720497538952473 mean_absolute_error 0.3058531880439994 mean_absolute_error 0.33540298646364947 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 0.7526612731530764 [0.754098,0.75] 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 0.7532467532467533 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 0.7532467532467533 [0.92,0.444444] 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 0.5958240035053147 relative_absolute_error 0.768967395622191 relative_absolute_error 0.6661910986990123 relative_absolute_error 0.7011404259873593 relative_absolute_error 0.6964664586188312 relative_absolute_error 0.6484304157526876 relative_absolute_error 0.6771108534975709 relative_absolute_error 0.653196537452085 relative_absolute_error 0.6760284243969941 relative_absolute_error 0.7413424523286273 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 0.34208703863927575 root_mean_squared_error 0.4558422587223668 root_mean_squared_error 0.3758549638506293 root_mean_squared_error 0.40558922240307194 root_mean_squared_error 0.3959284100551108 root_mean_squared_error 0.3584998049698232 root_mean_squared_error 0.40711761615538516 root_mean_squared_error 0.377897022325173 root_mean_squared_error 0.39815131635187084 root_mean_squared_error 0.43374752546813716 root_relative_squared_error 0.7169004482182975 root_relative_squared_error 0.9552934858181031 root_relative_squared_error 0.7876667678535421 root_relative_squared_error 0.8499798662055751 root_relative_squared_error 0.8297340225455662 root_relative_squared_error 0.7512961376477324 root_relative_squared_error 0.8531828702435117 root_relative_squared_error 0.7919462419941339 root_relative_squared_error 0.8391496737663107 root_relative_squared_error 0.9141727768943531 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