231768 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2053 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 0.5 1194 S 1 1194 num-slots 1 1194 I 20 1194 W weka.classifiers.trees.REPTree 1194 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 771866 description https://api.openml.org/data/download/771866/weka_generated_run862170198362036709.xml -1 771869 model_readable https://api.openml.org/data/download/771869/WekaModel_weka.classifiers.meta.RandomSubSpace4557768339500172232.model -1 771868 model_serialized https://api.openml.org/data/download/771868/WekaSerialized_weka.classifiers.meta.RandomSubSpace2040520760732005411.model -1 771867 predictions https://api.openml.org/data/download/771867/weka_generated_predictions8287301497095608855.arff area_under_roc_curve 0.997164 [0.999748,0.9882,0.999969,0.996018,0.999076,0.997769] average_cost 0 f_measure 0.950429 [0.981595,0.888179,0.993084,0.900433,0.957364,0.916667] kappa 0.938223 kb_relative_information_score 1512.759794 mean_absolute_error 0.072442 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.951522 [0.963855,0.866044,0.988981,0.958525,0.964844,0.956522] predictive_accuracy 0.95082 prior_entropy 2.437791 recall 0.95082 [1,0.911475,0.997222,0.84898,0.95,0.88] relative_absolute_error 0.271881 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.146482 root_relative_squared_error 0.401461 scimark_benchmark 1345.837301 [810.8975459972236, 972.9639104781785, 524.8004995102859, 1066.9271394729271, 3353.5974114247274] total_cost 0 usercpu_time_millis 30 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 area_under_roc_curve 0.997179 [1,0.989107,1,0.993924,0.998775,0.999422] area_under_roc_curve 0.996582 [0.999719,0.986842,1,0.997379,0.9951,0.998844] area_under_roc_curve 0.997348 [0.999438,0.991087,1,0.997904,0.99755,0.993642] area_under_roc_curve 0.996353 [1,0.98573,1,0.992532,0.999755,0.995376] area_under_roc_curve 0.994848 [1,0.976035,1,0.995443,0.99755,0.995376] area_under_roc_curve 0.998065 [1,0.989389,1,0.998952,1,1] area_under_roc_curve 0.998068 [1,0.993682,1,0.994177,0.99951,0.999422] area_under_roc_curve 0.996602 [0.998172,0.984967,1,0.997722,1,0.998844] area_under_roc_curve 0.999189 [0.999438,0.997666,1,1,0.998285,1] area_under_roc_curve 0.998437 [1,0.993209,1,0.996855,1,1] 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 0.938818 [0.973913,0.861538,1,0.818182,0.980392,0.947368] f_measure 0.93937 [0.957265,0.888889,1,0.913043,0.938776,0.842105] f_measure 0.938472 [0.965517,0.877193,0.986301,0.92,0.941176,0.842105] f_measure 0.955685 [0.982456,0.881356,1,0.897959,0.981132,0.947368] f_measure 0.929703 [1,0.819672,0.986301,0.93617,0.836364,0.888889] f_measure 0.972612 [0.982456,0.935484,1,0.956522,0.980392,0.952381] f_measure 0.955297 [0.99115,0.90625,0.986301,0.888889,0.981132,0.888889] f_measure 0.945606 [0.982456,0.861538,1,0.888889,0.96,0.9] f_measure 0.977774 [0.99115,0.96875,0.986301,0.933333,0.980392,1] f_measure 0.950711 [0.99115,0.878788,0.985915,0.844444,1,0.947368] kappa 0.924392 kappa 0.924235 kappa 0.9244 kappa 0.945134 kappa 0.910922 kappa 0.965725 kappa 0.945092 kappa 0.931386 kappa 0.972572 kappa 0.938273 kb_relative_information_score 149.484256 kb_relative_information_score 149.566669 kb_relative_information_score 149.897067 kb_relative_information_score 148.653912 kb_relative_information_score 149.06461 kb_relative_information_score 154.202107 kb_relative_information_score 154.032977 kb_relative_information_score 151.562897 kb_relative_information_score 154.927506 kb_relative_information_score 151.367793 mean_absolute_error 0.076483 mean_absolute_error 0.074237 mean_absolute_error 0.074061 mean_absolute_error 0.076487 mean_absolute_error 0.075078 mean_absolute_error 0.067796 mean_absolute_error 0.0671 mean_absolute_error 0.072391 mean_absolute_error 0.067136 mean_absolute_error 0.07365 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] precision 0.944463 [0.949153,0.8,1,0.947368,1,1] precision 0.941709 [0.918033,0.875,1,0.954545,1,0.888889] precision 0.94088 [0.933333,0.961538,0.972973,0.884615,0.96,0.888889] precision 0.955843 [0.965517,0.896552,1,0.916667,0.962963,1] precision 0.933559 [1,0.806452,0.972973,1,0.793103,1] precision 0.973551 [0.965517,0.935484,1,1,1,0.909091] precision 0.959944 [0.982456,0.852941,0.972973,1,0.962963,1] precision 0.951197 [0.965517,0.8,1,1,1,0.9] precision 0.979048 [0.982456,0.939394,0.972973,1,1,1] precision 0.953101 [0.982456,0.828571,1,0.904762,1,1] predictive_accuracy 0.939891 predictive_accuracy 0.939891 predictive_accuracy 0.939891 predictive_accuracy 0.956284 predictive_accuracy 0.928962 predictive_accuracy 0.972678 predictive_accuracy 0.956284 predictive_accuracy 0.945355 predictive_accuracy 0.978142 predictive_accuracy 0.95082 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 recall 0.939891 [1,0.933333,1,0.72,0.961538,0.9] recall 0.939891 [1,0.903226,1,0.875,0.884615,0.8] recall 0.939891 [1,0.806452,1,0.958333,0.923077,0.8] recall 0.956284 [1,0.866667,1,0.88,1,0.9] recall 0.928962 [1,0.833333,1,0.88,0.884615,0.8] recall 0.972678 [1,0.935484,1,0.916667,0.961538,1] recall 0.956284 [1,0.966667,1,0.8,1,0.8] recall 0.945355 [1,0.933333,1,0.8,0.923077,0.9] recall 0.978142 [1,1,1,0.875,0.961538,1] recall 0.95082 [1,0.935484,0.972222,0.791667,1,0.9] relative_absolute_error 0.287017 relative_absolute_error 0.278647 relative_absolute_error 0.277989 relative_absolute_error 0.28703 relative_absolute_error 0.281745 relative_absolute_error 0.254474 relative_absolute_error 0.251805 relative_absolute_error 0.271661 relative_absolute_error 0.251994 relative_absolute_error 0.276447 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_squared_error 0.150595 root_mean_squared_error 0.152873 root_mean_squared_error 0.151391 root_mean_squared_error 0.155224 root_mean_squared_error 0.152537 root_mean_squared_error 0.136437 root_mean_squared_error 0.13848 root_mean_squared_error 0.146799 root_mean_squared_error 0.133187 root_mean_squared_error 0.145465 root_relative_squared_error 0.412688 root_relative_squared_error 0.419023 root_relative_squared_error 0.41496 root_relative_squared_error 0.425371 root_relative_squared_error 0.418008 root_relative_squared_error 0.37397 root_relative_squared_error 0.379486 root_relative_squared_error 0.402283 root_relative_squared_error 0.365064 root_relative_squared_error 0.398718 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 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20