80847 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 378 weka.Bagging_REPTree(3) 818 weka.classifiers.meta.Bagging -- -P 100 -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 I 20 378 P 100 378 S 1 378 W weka.classifiers.trees.REPTree 378 num-slots 1 378 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 237403 description https://api.openml.org/data/download/237403/weka_generated_run8917289512861410539.xml -1 237406 model_readable https://api.openml.org/data/download/237406/WekaModel_weka.classifiers.meta.Bagging8929718760187405640.model -1 237405 model_serialized https://api.openml.org/data/download/237405/WekaSerialized_weka.classifiers.meta.Bagging6441229047917324045.model -1 237404 predictions https://api.openml.org/data/download/237404/weka_generated_predictions277602519967118849.arff area_under_roc_curve 0.981075 [1,1,1,1,1,1,0.932432,0.9522,0.998689,0.993213,1,0.996615,0.947907,0.990855,0.957265,1,1,0.96861,0.978979] average_cost 0 build_cpu_time 0.229 build_memory 3409881328 f_measure 0.779739 [1,1,1,0.981818,1,0.947368,0,0.819277,0.25,0.571429,1,0.827586,0.181818,0.835821,0.592593,1,1,0.4,0] kappa 0.787288 kb_relative_information_score 172.305223 mean_absolute_error 0.035541 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.816235 [1,1,1,0.964286,1,0.9,0,0.73913,1,0.4,1,0.8,1,0.756757,0.666667,1,1,0.333333,0] predictive_accuracy 0.808889 prior_entropy 3.857248 recall 0.808889 [1,1,1,1,1,1,0,0.918919,0.142857,1,1,0.857143,0.1,0.933333,0.533333,1,1,0.5,0] relative_absolute_error 0.370872 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.120863 root_relative_squared_error 0.553252 scimark_benchmark 949.209578 [560.4886395932788, 1015.2555353338006, 489.39918924322484, 916.9079437295501, 1763.996579689319] total_cost 0 area_under_roc_curve 0.981075 [1,1,1,1,1,1,0.932432,0.9522,0.998689,0.993213,1,0.996615,0.947907,0.990855,0.957265,1,1,0.96861,0.978979] average_cost 0 build_cpu_time 0.229 build_memory 3409881328 f_measure 0.779739 [1,1,1,0.981818,1,0.947368,0,0.819277,0.25,0.571429,1,0.827586,0.181818,0.835821,0.592593,1,1,0.4,0] kappa 0.787288 kb_relative_information_score 172.305223 mean_absolute_error 0.035541 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] precision 0.816235 [1,1,1,0.964286,1,0.9,0,0.73913,1,0.4,1,0.8,1,0.756757,0.666667,1,1,0.333333,0] predictive_accuracy 0.808889 prior_entropy 3.857248 recall 0.808889 [1,1,1,1,1,1,0,0.918919,0.142857,1,1,0.857143,0.1,0.933333,0.533333,1,1,0.5,0] relative_absolute_error 0.370872 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.120863 root_relative_squared_error 0.553252 total_cost 0