91901 2 Joaquin Vanschoren 265 Supervised Classification predictive_accuracy 675 weka.J48(13) 1216 weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 675 M 2 675 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 276159 description https://api.openml.org/data/download/276159/weka_generated_run2154422756334000800.xml -1 276162 model_readable https://api.openml.org/data/download/276162/WekaModel_weka.classifiers.trees.J487474527659068401690.model -1 276161 model_serialized https://api.openml.org/data/download/276161/WekaSerialized_weka.classifiers.trees.J481157502700276335025.model -1 276160 predictions https://api.openml.org/data/download/276160/weka_generated_predictions125637424774014631.arff area_under_roc_curve 0.986519 [0.99647,0.96325,0.998159,0.984903,0.970588,0.999269] average_cost 0 build_cpu_time 0.003 build_memory 312162768 f_measure 0.950333 [0.973684,0.883721,0.981132,0.916667,0.969697,0.909091] kappa 0.936558 kb_relative_information_score 110.9169 mean_absolute_error 0.020237 mean_prior_absolute_error 0.265315 number_of_instances 120 [38,20,26,13,17,6] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.954656 [0.973684,0.826087,0.962963,1,1,1] predictive_accuracy 0.95 prior_entropy 2.437791 recall 0.95 [0.973684,0.95,1,0.846154,0.941176,0.833333] relative_absolute_error 0.076275 root_mean_prior_squared_error 0.363318 root_mean_squared_error 0.114117 root_relative_squared_error 0.314097 scimark_benchmark 922.260165 [561.2099798973987, 965.6502322176007, 413.2955363757638, 913.3936887664065, 1757.751385454742] total_cost 0 area_under_roc_curve 0.986519 [0.99647,0.96325,0.998159,0.984903,0.970588,0.999269] average_cost 0 build_cpu_time 0.003 build_memory 312162768 f_measure 0.950333 [0.973684,0.883721,0.981132,0.916667,0.969697,0.909091] kappa 0.936558 kb_relative_information_score 110.9169 mean_absolute_error 0.020237 mean_prior_absolute_error 0.265315 number_of_instances 120 [38,20,26,13,17,6] precision 0.954656 [0.973684,0.826087,0.962963,1,1,1] predictive_accuracy 0.95 prior_entropy 2.437791 recall 0.95 [0.973684,0.95,1,0.846154,0.941176,0.833333] relative_absolute_error 0.076275 root_mean_prior_squared_error 0.363318 root_mean_squared_error 0.114117 root_relative_squared_error 0.314097 total_cost 0