7828949 2702 OpenML_Bot R 31 Supervised Classification 6766 mlr.classif.glmnet(11) 5860642 alpha 0.440981344552711 6766 s 0.01 6766 lambda 0.00204834542978436 6766 openml.seed 1 6766 openml.kind Mersenne-Twister 6766 openml.normal.kind Inversion 6766 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16581695 description https://api.openml.org/data/download/16581695/descriptionff08a9bd8bb.xml -1 16581696 predictions https://api.openml.org/data/download/16581696/predictionsff084c93db84.arff area_under_roc_curve 0.786257 [0.786257,0.786257] average_cost 0 f_measure 0.748133 [0.832418,0.551471] kappa 0.386318 kb_relative_information_score 245.016223 mean_absolute_error 0.312 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.745537 [0.801587,0.614754] predictive_accuracy 0.756 prior_entropy 0.881778 recall 0.756 [0.865714,0.5] relative_absolute_error 0.742576 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.406002 root_relative_squared_error 0.885969 scimark_benchmark 1330.81075544464 [ 1362.58474162505, 927.11422968336, 461.080761782072, 1732.81914942842, 2170.45489470432 ] total_cost 0 usercpu_time_millis 0.727 usercpu_time_millis_testing 0.138999999999996 usercpu_time_millis_training 0.588000000000005 area_under_roc_curve 0.834286 [0.834286,0.834286] area_under_roc_curve 0.754286 [0.754286,0.754286] area_under_roc_curve 0.74381 [0.74381,0.74381] area_under_roc_curve 0.779524 [0.779524,0.779524] area_under_roc_curve 0.744286 [0.744286,0.744286] area_under_roc_curve 0.79 [0.79,0.79] area_under_roc_curve 0.779048 [0.779048,0.779048] area_under_roc_curve 0.851429 [0.851429,0.851429] area_under_roc_curve 0.794762 [0.794762,0.794762] area_under_roc_curve 0.807619 [0.807619,0.807619] 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 0.788965 [0.851064,0.644068] f_measure 0.68345 [0.820513,0.363636] f_measure 0.734325 [0.819444,0.535714] f_measure 0.79796 [0.859155,0.655172] f_measure 0.72 [0.8,0.533333] f_measure 0.714331 [0.818792,0.470588] f_measure 0.708571 [0.794326,0.508475] f_measure 0.801977 [0.870748,0.641509] f_measure 0.739443 [0.829932,0.528302] f_measure 0.777813 [0.85906,0.588235] kappa 0.495192 kappa 0.213483 kappa 0.356436 kappa 0.514563 kappa 0.333333 kappa 0.296875 kappa 0.302885 kappa 0.515306 kappa 0.362245 kappa 0.453125 kb_relative_information_score 27.130661 kb_relative_information_score 19.938664 kb_relative_information_score 19.116027 kb_relative_information_score 24.270637 kb_relative_information_score 17.967382 kb_relative_information_score 24.806356 kb_relative_information_score 25.468411 kb_relative_information_score 34.281688 kb_relative_information_score 25.896062 kb_relative_information_score 26.140336 mean_absolute_error 0.308479 mean_absolute_error 0.322607 mean_absolute_error 0.331984 mean_absolute_error 0.311946 mean_absolute_error 0.335082 mean_absolute_error 0.308434 mean_absolute_error 0.302351 mean_absolute_error 0.283508 mean_absolute_error 0.306213 mean_absolute_error 0.309399 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 0.788101 [0.84507,0.655172] precision 0.692359 [0.744186,0.571429] precision 0.731185 [0.797297,0.576923] precision 0.796627 [0.847222,0.678571] precision 0.72 [0.8,0.533333] precision 0.711935 [0.772152,0.571429] precision 0.707285 [0.788732,0.517241] precision 0.803557 [0.831169,0.73913] precision 0.737154 [0.792208,0.608696] precision 0.781374 [0.810127,0.714286] predictive_accuracy 0.79 predictive_accuracy 0.72 predictive_accuracy 0.74 predictive_accuracy 0.8 predictive_accuracy 0.72 predictive_accuracy 0.73 predictive_accuracy 0.71 predictive_accuracy 0.81 predictive_accuracy 0.75 predictive_accuracy 0.79 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 [0.857143,0.633333] recall 0.72 [0.914286,0.266667] recall 0.74 [0.842857,0.5] recall 0.8 [0.871429,0.633333] recall 0.72 [0.8,0.533333] recall 0.73 [0.871429,0.4] recall 0.71 [0.8,0.5] recall 0.81 [0.914286,0.566667] recall 0.75 [0.871429,0.466667] recall 0.79 [0.914286,0.5] relative_absolute_error 0.734194 relative_absolute_error 0.76782 relative_absolute_error 0.790137 relative_absolute_error 0.742447 relative_absolute_error 0.797511 relative_absolute_error 0.734089 relative_absolute_error 0.719611 relative_absolute_error 0.674764 relative_absolute_error 0.728801 relative_absolute_error 0.736385 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 0.388111 root_mean_squared_error 0.426647 root_mean_squared_error 0.427132 root_mean_squared_error 0.396694 root_mean_squared_error 0.432646 root_mean_squared_error 0.413349 root_mean_squared_error 0.408301 root_mean_squared_error 0.365014 root_mean_squared_error 0.400429 root_mean_squared_error 0.396966 root_relative_squared_error 0.846928 root_relative_squared_error 0.93102 root_relative_squared_error 0.932078 root_relative_squared_error 0.865658 root_relative_squared_error 0.944111 root_relative_squared_error 0.902002 root_relative_squared_error 0.890986 root_relative_squared_error 0.796526 root_relative_squared_error 0.873807 root_relative_squared_error 0.86625 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