136548 2 Joaquin Vanschoren 1799 Supervised Classification predictive_accuracy 420 weka.AdaBoostM1_RandomTree(2) 675 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 I 160 420 P 100 420 S 1 420 W weka.classifiers.trees.RandomTree 420 K 0 421 M 1.0 421 S 1 421 V 0.001 421 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 437147 description https://api.openml.org/data/download/437147/weka_generated_run5928235040408214628.xml -1 437150 model_readable https://api.openml.org/data/download/437150/WekaModel_weka.classifiers.meta.AdaBoostM13131793883158288606.model -1 437149 model_serialized https://api.openml.org/data/download/437149/WekaSerialized_weka.classifiers.meta.AdaBoostM18498996751251059798.model -1 437148 predictions https://api.openml.org/data/download/437148/weka_generated_predictions8326865080777171101.arff area_under_roc_curve 0.921193 [0.95841,0.849552,0.974184,0.874452,0.92908,0.834523] average_cost 0 build_cpu_time 0.0038 build_memory 737265921.6 f_measure 0.844526 [0.935484,0.697161,0.956153,0.74,0.848485,0.628571] kappa 0.804854 kb_relative_information_score 1479.908137 mean_absolute_error 0.052809 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 0.846824 [0.938849,0.671733,0.974063,0.72549,0.835821,0.733333] predictive_accuracy 0.844262 prior_entropy 2.437791 recall 0.844262 [0.932143,0.72459,0.938889,0.755102,0.861538,0.55] relative_absolute_error 0.198198 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.218593 root_relative_squared_error 0.599094 scimark_benchmark 941.882755 [560.4886395932788, 1012.3220633477529, 480.85168147774846, 906.4453790826606, 1749.3060121829703] total_cost 0 area_under_roc_curve 0.917458 [0.94214,0.852723,0.958333,0.86557,0.996693,0.75] area_under_roc_curve 0.947934 [0.990931,0.88455,1,0.960037,0.849951,0.941908] area_under_roc_curve 0.897326 [0.960349,0.710208,0.98271,0.855215,0.965336,0.741329] area_under_roc_curve 0.932187 [0.952686,0.856863,0.958333,0.907215,0.996815,0.843642] area_under_roc_curve 0.910377 [0.961192,0.810566,0.996599,0.811013,0.94782,0.765896] area_under_roc_curve 0.972727 [0.995922,0.923069,1,0.94392,1,0.896821] area_under_roc_curve 0.899615 [0.906777,0.82549,0.98271,0.85962,0.895639,0.893064] area_under_roc_curve 0.883738 [0.91887,0.860893,0.912132,0.78443,0.891352,0.881792] area_under_roc_curve 0.918641 [0.964004,0.91458,0.968821,0.880503,0.823126,0.836416] area_under_roc_curve 0.929623 [0.991985,0.851443,0.982426,0.876834,0.91977,0.784971] 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 0.003 build_cpu_time 0.003 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.003 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.005 build_memory 718993088 build_memory 718993088 build_memory 745095968 build_memory 745095968 build_memory 745095968 build_memory 718993088 build_memory 718993088 build_memory 745095968 build_memory 745095968 build_memory 771207024 f_measure 0.839289 [0.918919,0.636364,0.941176,0.679245,0.981132,0.666667] f_measure 0.874466 [0.982143,0.757576,0.941176,0.867925,0.77551,0.666667] f_measure 0.80627 [0.929825,0.533333,0.972222,0.653846,0.830189,0.666667] f_measure 0.866592 [0.905983,0.690909,0.956522,0.792453,0.981132,0.736842] f_measure 0.821681 [0.938053,0.678571,0.986301,0.666667,0.851852,0.315789] f_measure 0.944257 [0.982456,0.852459,1,0.88,1,0.823529] f_measure 0.823909 [0.893204,0.666667,0.972222,0.708333,0.785714,0.761905] f_measure 0.769955 [0.872727,0.621622,0.882353,0.653061,0.791667,0.470588] f_measure 0.843101 [0.954128,0.760563,0.957746,0.755556,0.692308,0.666667] f_measure 0.852987 [0.973451,0.779661,0.945946,0.73913,0.793103,0.5] kappa 0.794574 kappa 0.842607 kappa 0.75941 kappa 0.835154 kappa 0.780814 kappa 0.931319 kappa 0.776466 kappa 0.705843 kappa 0.801689 kappa 0.821403 kb_relative_information_score 144.315038 kb_relative_information_score 158.450099 kb_relative_information_score 139.725483 kb_relative_information_score 154.9516 kb_relative_information_score 142.058475 kb_relative_information_score 168.474239 kb_relative_information_score 145.512299 kb_relative_information_score 131.287267 kb_relative_information_score 146.172362 kb_relative_information_score 148.961276 mean_absolute_error 0.059164 mean_absolute_error 0.039427 mean_absolute_error 0.064845 mean_absolute_error 0.042866 mean_absolute_error 0.058042 mean_absolute_error 0.021113 mean_absolute_error 0.059806 mean_absolute_error 0.080269 mean_absolute_error 0.053324 mean_absolute_error 0.049238 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 0.855387 [0.927273,0.583333,1,0.642857,0.962963,1] precision 0.880632 [0.982143,0.714286,1,0.793103,0.826087,0.75] precision 0.814385 [0.913793,0.551724,0.972222,0.607143,0.814815,1] precision 0.868965 [0.868852,0.76,1,0.75,0.962963,0.777778] precision 0.819983 [0.929825,0.730769,0.972973,0.653846,0.821429,0.333333] precision 0.946685 [0.965517,0.866667,1,0.846154,1,1] precision 0.835844 [0.978723,0.611111,0.972222,0.73913,0.733333,0.727273] precision 0.787132 [0.888889,0.522727,0.9375,0.666667,0.863636,0.571429] precision 0.851193 [0.981132,0.675,0.971429,0.809524,0.692308,0.75] precision 0.855502 [0.964912,0.821429,0.921053,0.772727,0.71875,0.666667] predictive_accuracy 0.836066 predictive_accuracy 0.874317 predictive_accuracy 0.808743 predictive_accuracy 0.868852 predictive_accuracy 0.825137 predictive_accuracy 0.945355 predictive_accuracy 0.819672 predictive_accuracy 0.765027 predictive_accuracy 0.84153 predictive_accuracy 0.857923 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 0.836066 [0.910714,0.7,0.888889,0.72,1,0.5] recall 0.874317 [0.982143,0.806452,0.888889,0.958333,0.730769,0.6] recall 0.808743 [0.946429,0.516129,0.972222,0.708333,0.846154,0.5] recall 0.868852 [0.946429,0.633333,0.916667,0.84,1,0.7] recall 0.825137 [0.946429,0.633333,1,0.68,0.884615,0.3] recall 0.945355 [1,0.83871,1,0.916667,1,0.7] recall 0.819672 [0.821429,0.733333,0.972222,0.68,0.846154,0.8] recall 0.765027 [0.857143,0.766667,0.833333,0.64,0.730769,0.4] recall 0.84153 [0.928571,0.870968,0.944444,0.708333,0.692308,0.6] recall 0.857923 [0.982143,0.741935,0.972222,0.708333,0.884615,0.4] relative_absolute_error 0.222022 relative_absolute_error 0.147988 relative_absolute_error 0.243396 relative_absolute_error 0.160861 relative_absolute_error 0.217812 relative_absolute_error 0.079247 relative_absolute_error 0.224431 relative_absolute_error 0.301223 relative_absolute_error 0.200152 relative_absolute_error 0.184815 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 0.230618 root_mean_squared_error 0.182931 root_mean_squared_error 0.243051 root_mean_squared_error 0.198402 root_mean_squared_error 0.233672 root_mean_squared_error 0.131657 root_mean_squared_error 0.237227 root_mean_squared_error 0.264442 root_mean_squared_error 0.222306 root_mean_squared_error 0.212559 root_relative_squared_error 0.63198 root_relative_squared_error 0.501412 root_relative_squared_error 0.666198 root_relative_squared_error 0.543696 root_relative_squared_error 0.64035 root_relative_squared_error 0.360871 root_relative_squared_error 0.650091 root_relative_squared_error 0.724671 root_relative_squared_error 0.609338 root_relative_squared_error 0.58262 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