7830696 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862386 num.trees 1998 6794 mtry 1 6794 replace FALSE 6794 sample.fraction 0.307767377677374 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot13 botV1 mlrRandomBot sciBenchV1.0 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 16585171 description https://api.openml.org/data/download/16585171/descriptiond675751f7dc3.xml -1 16585172 predictions https://api.openml.org/data/download/16585172/predictionsd6753ad5446b.arff area_under_roc_curve 0.731825 [0.731825,0.731825] average_cost 0 f_measure 0.751679 [0.866667,0.383459] kappa 0.268241 kb_relative_information_score 88.725786 mean_absolute_error 0.309301 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.753312 [0.807576,0.579545] predictive_accuracy 0.780749 prior_entropy 0.792816 recall 0.780749 [0.935088,0.286517] relative_absolute_error 0.851964 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.393739 root_relative_squared_error 0.924618 scimark_benchmark 1325.9520020952 [ 1342.30437400798, 897.064249362683, 445.730779465052, 1700.913901226, 2243.74670641429 ] total_cost 0 usercpu_time_millis 22.41 usercpu_time_millis_testing 2.656 usercpu_time_millis_training 19.754 area_under_roc_curve 0.728558 [0.728558,0.728558] area_under_roc_curve 0.853314 [0.853314,0.853314] area_under_roc_curve 0.6423 [0.6423,0.6423] area_under_roc_curve 0.692495 [0.692495,0.692495] area_under_roc_curve 0.827485 [0.827485,0.827485] area_under_roc_curve 0.69152 [0.69152,0.69152] area_under_roc_curve 0.725634 [0.725634,0.725634] area_under_roc_curve 0.72271 [0.72271,0.72271] area_under_roc_curve 0.741486 [0.741486,0.741486] area_under_roc_curve 0.727038 [0.727038,0.727038] 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 0.743848 [0.861789,0.37037] f_measure 0.720876 [0.866142,0.26087] f_measure 0.692804 [0.83871,0.230769] f_measure 0.770667 [0.866667,0.466667] f_measure 0.7648 [0.88,0.4] f_measure 0.775556 [0.888889,0.416667] f_measure 0.742 [0.85,0.4] f_measure 0.754243 [0.870968,0.384615] f_measure 0.801405 [0.881356,0.533333] f_measure 0.737324 [0.861789,0.32] kappa 0.250441 kappa 0.174757 kappa 0.097473 kappa 0.339934 kappa 0.306839 kappa 0.337121 kappa 0.257426 kappa 0.277978 kappa 0.417323 kappa 0.202788 kb_relative_information_score 9.812429 kb_relative_information_score 14.122321 kb_relative_information_score 2.096806 kb_relative_information_score 6.814195 kb_relative_information_score 15.51994 kb_relative_information_score 6.476497 kb_relative_information_score 9.187131 kb_relative_information_score 7.886331 kb_relative_information_score 8.980762 kb_relative_information_score 7.829374 mean_absolute_error 0.308383 mean_absolute_error 0.296047 mean_absolute_error 0.33459 mean_absolute_error 0.318469 mean_absolute_error 0.287459 mean_absolute_error 0.315407 mean_absolute_error 0.307364 mean_absolute_error 0.317785 mean_absolute_error 0.300824 mean_absolute_error 0.306532 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.358739 mean_prior_absolute_error 0.358739 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.743636 [0.80303,0.555556] precision 0.741143 [0.785714,0.6] precision 0.679851 [0.776119,0.375] precision 0.767302 [0.825397,0.583333] precision 0.786134 [0.808824,0.714286] precision 0.816812 [0.811594,0.833333] precision 0.735238 [0.809524,0.5] precision 0.762537 [0.80597,0.625] precision 0.797996 [0.852459,0.615385] precision 0.733415 [0.80303,0.5] predictive_accuracy 0.773333 predictive_accuracy 0.773333 predictive_accuracy 0.733333 predictive_accuracy 0.786667 predictive_accuracy 0.8 predictive_accuracy 0.813333 predictive_accuracy 0.76 predictive_accuracy 0.786667 predictive_accuracy 0.810811 predictive_accuracy 0.77027 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 recall 0.773333 [0.929825,0.277778] recall 0.773333 [0.964912,0.166667] recall 0.733333 [0.912281,0.166667] recall 0.786667 [0.912281,0.388889] recall 0.8 [0.964912,0.277778] recall 0.813333 [0.982456,0.277778] recall 0.76 [0.894737,0.333333] recall 0.786667 [0.947368,0.277778] recall 0.810811 [0.912281,0.470588] recall 0.77027 [0.929825,0.235294] relative_absolute_error 0.846958 relative_absolute_error 0.813077 relative_absolute_error 0.918934 relative_absolute_error 0.874658 relative_absolute_error 0.789491 relative_absolute_error 0.866249 relative_absolute_error 0.84416 relative_absolute_error 0.87278 relative_absolute_error 0.838561 relative_absolute_error 0.854471 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.420754 root_mean_prior_squared_error 0.420754 root_mean_squared_error 0.39758 root_mean_squared_error 0.372683 root_mean_squared_error 0.426447 root_mean_squared_error 0.408526 root_mean_squared_error 0.368833 root_mean_squared_error 0.404666 root_mean_squared_error 0.391981 root_mean_squared_error 0.391823 root_mean_squared_error 0.382575 root_mean_squared_error 0.388709 root_relative_squared_error 0.930914 root_relative_squared_error 0.872621 root_relative_squared_error 0.998505 root_relative_squared_error 0.956544 root_relative_squared_error 0.863605 root_relative_squared_error 0.947506 root_relative_squared_error 0.917804 root_relative_squared_error 0.917436 root_relative_squared_error 0.909261 root_relative_squared_error 0.923839 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