30124 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 523 weka.Bagging_J48(2) 770 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 I 80 523 P 100 523 S 1 523 W weka.classifiers.trees.J48 523 num-slots 1 523 C 0.25 365 M 2 365 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 71300 description https://api.openml.org/data/download/71300/weka_generated_run8622395689030968009.xml -1 71303 model_readable https://api.openml.org/data/download/71303/WekaModel_weka.classifiers.meta.Bagging6129544915824211891.model -1 71302 model_serialized https://api.openml.org/data/download/71302/WekaSerialized_weka.classifiers.meta.Bagging2673628509522306875.model -1 71301 predictions https://api.openml.org/data/download/71301/weka_generated_predictions5105219558973876432.arff area_under_roc_curve 0.99624 [0.999461,0.986917,0.999898,0.989997,0.999976,0.999052] average_cost 0 build_cpu_time 0.1153 build_memory 346841626.4 f_measure 0.961146 [0.978723,0.901587,0.993065,0.92043,0.996169,0.938144] kappa 0.951343 kb_relative_information_score 1674.801028 mean_absolute_error 0.034067 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.96224 [0.971831,0.873846,0.99169,0.972727,0.992366,0.968085] predictive_accuracy 0.961202 prior_entropy 2.437791 recall 0.961202 [0.985714,0.931148,0.994444,0.873469,1,0.91] relative_absolute_error 0.127855 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.109784 root_relative_squared_error 0.300884 scimark_benchmark 919.88209 [557.2654022646841, 982.388457924644, 469.2927333365945, 877.9102298783026, 1712.553627946137] total_cost 0 area_under_roc_curve 0.993304 [1,0.966013,1,0.991772,1,1] area_under_roc_curve 0.995661 [1,0.985038,1,0.986242,1,1] area_under_roc_curve 0.998561 [0.999578,0.994907,1,0.996593,1,1] area_under_roc_curve 0.996208 [1,0.988998,1,0.985443,1,1] area_under_roc_curve 0.999536 [1,0.997168,1,1,1,1] area_under_roc_curve 0.998314 [0.999578,0.994058,1,0.995807,1,1] area_under_roc_curve 0.998914 [1,0.997386,1,0.99519,1,1] area_under_roc_curve 0.996293 [0.998172,0.98976,1,0.990633,1,0.996532] area_under_roc_curve 0.998353 [0.999016,0.99427,1,0.997379,1,0.999422] area_under_roc_curve 0.994352 [1,0.981961,1,0.980477,1,0.999422] 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 build_cpu_time 0.071 build_cpu_time 0.125 build_cpu_time 0.134 build_cpu_time 0.135 build_cpu_time 0.11 build_cpu_time 0.076 build_cpu_time 0.124 build_cpu_time 0.134 build_cpu_time 0.125 build_cpu_time 0.119 build_memory 140861136 build_memory 240990624 build_memory 342136248 build_memory 408888608 build_memory 492328048 build_memory 190926368 build_memory 274367104 build_memory 375512864 build_memory 458952248 build_memory 543453016 f_measure 0.955643 [1,0.892308,0.985915,0.844444,0.981132,1] f_measure 0.961027 [0.957265,0.896552,1,0.93617,1,1] f_measure 0.966825 [0.964286,0.935484,1,0.96,1,0.888889] f_measure 0.956069 [0.982456,0.870968,1,0.893617,1,0.947368] f_measure 0.977923 [0.973913,0.931034,1,0.979592,1,1] f_measure 0.960901 [0.973451,0.923077,0.986301,0.883721,1,1] f_measure 0.983474 [1,0.952381,1,0.93617,1,1] f_measure 0.918513 [0.954128,0.8,0.985915,0.93617,0.981132,0.625] f_measure 0.955951 [0.982143,0.90625,0.972973,0.909091,1,0.9] f_measure 0.972549 [1,0.920635,1,0.913043,1,0.952381] kappa 0.945253 kappa 0.951864 kappa 0.958901 kappa 0.945105 kappa 0.972557 kappa 0.951985 kappa 0.97947 kappa 0.897379 kappa 0.945181 kappa 0.965796 kb_relative_information_score 166.513852 kb_relative_information_score 167.056154 kb_relative_information_score 168.67383 kb_relative_information_score 167.854212 kb_relative_information_score 169.542789 kb_relative_information_score 168.767997 kb_relative_information_score 167.485423 kb_relative_information_score 164.976004 kb_relative_information_score 166.779271 kb_relative_information_score 167.151496 mean_absolute_error 0.035675 mean_absolute_error 0.036131 mean_absolute_error 0.033198 mean_absolute_error 0.033433 mean_absolute_error 0.032528 mean_absolute_error 0.032517 mean_absolute_error 0.035538 mean_absolute_error 0.03253 mean_absolute_error 0.03497 mean_absolute_error 0.034145 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 0.959804 [1,0.828571,1,0.95,0.962963,1] precision 0.962941 [0.918033,0.962963,1,0.956522,1,1] precision 0.968054 [0.964286,0.935484,1,0.923077,1,1] precision 0.957624 [0.965517,0.84375,1,0.954545,1,1] precision 0.978585 [0.949153,0.964286,1,1,1,1] precision 0.964017 [0.964912,0.882353,0.972973,1,1,1] precision 0.985097 [1,0.909091,1,1,1,1] precision 0.930676 [0.981132,0.7,1,1,0.962963,0.833333] precision 0.958184 [0.982143,0.878788,0.947368,1,1,0.9] precision 0.97319 [1,0.90625,1,0.954545,1,0.909091] predictive_accuracy 0.956284 predictive_accuracy 0.961749 predictive_accuracy 0.967213 predictive_accuracy 0.956284 predictive_accuracy 0.978142 predictive_accuracy 0.961749 predictive_accuracy 0.983607 predictive_accuracy 0.918033 predictive_accuracy 0.956284 predictive_accuracy 0.972678 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 0.956284 [1,0.966667,0.972222,0.76,1,1] recall 0.961749 [1,0.83871,1,0.916667,1,1] recall 0.967213 [0.964286,0.935484,1,1,1,0.8] recall 0.956284 [1,0.9,1,0.84,1,0.9] recall 0.978142 [1,0.9,1,0.96,1,1] recall 0.961749 [0.982143,0.967742,1,0.791667,1,1] recall 0.983607 [1,1,1,0.88,1,1] recall 0.918033 [0.928571,0.933333,0.972222,0.88,1,0.5] recall 0.956284 [0.982143,0.935484,1,0.833333,1,0.9] recall 0.972678 [1,0.935484,1,0.875,1,1] relative_absolute_error 0.133877 relative_absolute_error 0.135617 relative_absolute_error 0.124609 relative_absolute_error 0.125463 relative_absolute_error 0.122068 relative_absolute_error 0.122051 relative_absolute_error 0.133364 relative_absolute_error 0.122076 relative_absolute_error 0.13126 relative_absolute_error 0.128162 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 0.116668 root_mean_squared_error 0.110886 root_mean_squared_error 0.102289 root_mean_squared_error 0.108479 root_mean_squared_error 0.092977 root_mean_squared_error 0.102154 root_mean_squared_error 0.103375 root_mean_squared_error 0.129413 root_mean_squared_error 0.113214 root_mean_squared_error 0.114266 root_relative_squared_error 0.319713 root_relative_squared_error 0.303937 root_relative_squared_error 0.280374 root_relative_squared_error 0.297273 root_relative_squared_error 0.254793 root_relative_squared_error 0.280003 root_relative_squared_error 0.283286 root_relative_squared_error 0.354639 root_relative_squared_error 0.310318 root_relative_squared_error 0.313201 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