356016 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 1079 weka.RandomForest(5) 1849 weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 100 1079 K 0 1079 S 1 1079 num-slots 1 1079 weka weka_3.7.12 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1228859 description https://api.openml.org/data/download/1228859/weka_generated_run4549927604521504803.xml -1 1228862 model_readable https://api.openml.org/data/download/1228862/WekaModel_weka.classifiers.trees.RandomForest4300431386691126494.model -1 1228861 model_serialized https://api.openml.org/data/download/1228861/WekaSerialized_weka.classifiers.trees.RandomForest7792460487893188558.model -1 1228860 predictions https://api.openml.org/data/download/1228860/weka_generated_predictions3092838372183639141.arff area_under_roc_curve 0.998031 [0.999986,0.991822,1,0.9956,0.999976,0.999838] average_cost 0 f_measure 0.963141 [0.990274,0.904065,1,0.891667,0.994264,0.95288] kappa 0.954078 kb_relative_information_score 1552.961109 mean_absolute_error 0.064756 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 0.963316 [0.980736,0.896774,1,0.910638,0.988593,1] predictive_accuracy 0.963388 prior_entropy 2.437791 recall 0.963388 [1,0.911475,1,0.873469,1,0.91] relative_absolute_error 0.243035 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.133932 root_relative_squared_error 0.367066 scimark_benchmark 1316.56679 [789.9640777605844, 987.4224701806577, 520.4759296470442, 1063.8961096609355, 3221.075364855067] total_cost 0 usercpu_time_millis 60 usercpu_time_millis_testing 10 usercpu_time_millis_training 50 area_under_roc_curve 0.998341 [1,0.993464,1,0.995696,1,1] area_under_roc_curve 0.998897 [1,0.994907,1,0.998166,1,1] area_under_roc_curve 0.997354 [0.999719,0.98854,1,0.995283,1,1] area_under_roc_curve 0.998457 [1,0.995861,1,0.993671,1,1] area_under_roc_curve 0.997444 [1,0.987364,1,0.996456,1,1] area_under_roc_curve 0.999217 [1,0.996392,1,0.99869,1,1] area_under_roc_curve 0.997676 [1,0.991939,1,0.992658,1,1] area_under_roc_curve 0.998479 [1,0.993464,1,0.996709,1,1] area_under_roc_curve 0.998652 [1,0.994058,1,0.997904,0.999755,0.999422] area_under_roc_curve 0.998478 [1,0.994058,1,0.996069,1,1] 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 0.944309 [0.982456,0.875,1,0.826087,1,0.888889] f_measure 0.972455 [0.982456,0.935484,1,0.93617,1,0.947368] f_measure 0.956291 [0.99115,0.877193,1,0.867925,1,0.947368] f_measure 0.961422 [0.982456,0.9,1,0.897959,1,0.947368] f_measure 0.966537 [0.982456,0.931034,1,0.941176,0.981132,0.888889] f_measure 0.972478 [0.99115,0.918033,1,0.916667,1,1] f_measure 0.967213 [1,0.9,1,0.88,1,1] f_measure 0.967168 [0.99115,0.90625,1,0.913043,1,0.947368] f_measure 0.955735 [1,0.892308,1,0.863636,0.962963,0.947368] f_measure 0.967013 [1,0.90625,1,0.869565,1,1] kappa 0.931317 kappa 0.965687 kappa 0.945236 kappa 0.951985 kappa 0.958835 kappa 0.965755 kappa 0.958962 kappa 0.958861 kappa 0.945179 kappa 0.958923 kb_relative_information_score 156.766739 kb_relative_information_score 153.154959 kb_relative_information_score 153.498867 kb_relative_information_score 156.925372 kb_relative_information_score 155.39312 kb_relative_information_score 156.673157 kb_relative_information_score 157.285572 kb_relative_information_score 155.076129 kb_relative_information_score 152.579296 kb_relative_information_score 155.607899 mean_absolute_error 0.061517 mean_absolute_error 0.069861 mean_absolute_error 0.067083 mean_absolute_error 0.060327 mean_absolute_error 0.064108 mean_absolute_error 0.063223 mean_absolute_error 0.06028 mean_absolute_error 0.066192 mean_absolute_error 0.070378 mean_absolute_error 0.064592 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 0.947508 [0.965517,0.823529,1,0.904762,1,1] precision 0.972817 [0.965517,0.935484,1,0.956522,1,1] precision 0.960982 [0.982456,0.961538,1,0.793103,1,1] precision 0.96167 [0.965517,0.9,1,0.916667,1,1] precision 0.967822 [0.965517,0.964286,1,0.923077,0.962963,1] precision 0.972409 [0.982456,0.933333,1,0.916667,1,1] precision 0.967213 [1,0.9,1,0.88,1,1] precision 0.970523 [0.982456,0.852941,1,1,1,1] precision 0.958383 [1,0.852941,1,0.95,0.928571,1] precision 0.967544 [1,0.878788,1,0.909091,1,1] predictive_accuracy 0.945355 predictive_accuracy 0.972678 predictive_accuracy 0.956284 predictive_accuracy 0.961749 predictive_accuracy 0.967213 predictive_accuracy 0.972678 predictive_accuracy 0.967213 predictive_accuracy 0.967213 predictive_accuracy 0.956284 predictive_accuracy 0.967213 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 0.945355 [1,0.933333,1,0.76,1,0.8] recall 0.972678 [1,0.935484,1,0.916667,1,0.9] recall 0.956284 [1,0.806452,1,0.958333,1,0.9] recall 0.961749 [1,0.9,1,0.88,1,0.9] recall 0.967213 [1,0.9,1,0.96,1,0.8] recall 0.972678 [1,0.903226,1,0.916667,1,1] recall 0.967213 [1,0.9,1,0.88,1,1] recall 0.967213 [1,0.966667,1,0.84,1,0.9] recall 0.956284 [1,0.935484,1,0.791667,1,0.9] recall 0.967213 [1,0.935484,1,0.833333,1,1] relative_absolute_error 0.230852 relative_absolute_error 0.262222 relative_absolute_error 0.251795 relative_absolute_error 0.226388 relative_absolute_error 0.240575 relative_absolute_error 0.237308 relative_absolute_error 0.226213 relative_absolute_error 0.248395 relative_absolute_error 0.264162 relative_absolute_error 0.242447 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 0.130734 root_mean_squared_error 0.138494 root_mean_squared_error 0.140815 root_mean_squared_error 0.129115 root_mean_squared_error 0.133454 root_mean_squared_error 0.126419 root_mean_squared_error 0.12849 root_mean_squared_error 0.133844 root_mean_squared_error 0.143527 root_mean_squared_error 0.133385 root_relative_squared_error 0.358259 root_relative_squared_error 0.379609 root_relative_squared_error 0.385972 root_relative_squared_error 0.353824 root_relative_squared_error 0.365714 root_relative_squared_error 0.346511 root_relative_squared_error 0.352112 root_relative_squared_error 0.366784 root_relative_squared_error 0.393405 root_relative_squared_error 0.365606 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 30 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30