1054 1 Jan van Rijn 172 Supervised Data Stream Classification 83 moa.LeveragingBag_HoeffdingTree(1) 24 meta.LeveragingBag b false 80 c 1.0E-7 80 d NominalAttributeClassObserver 80 e 1000000 80 g 200 80 l NBAdaptive 80 m 33554432 80 n GaussianNumericAttributeClassObserver 80 p false 80 q 0 80 r false 80 s InfoGainSplitCriterion 80 t 0.05 80 z false 80 a 0.002 83 l moa.classifiers.trees.HoeffdingTree 83 m LeveragingBag 83 o false 83 r 1 83 s 10 83 w 6.0 83 132 BNG(sonar,nominal,1000000) https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff -1 2255 description https://api.openml.org/data/download/2255/moa_task_1727896810239810272726.xml -1 2256 predictions https://api.openml.org/data/download/2256/openml_task_172_predictions4110289213317733286.arff area_under_roc_curve 0.959972 [0.959972,0.959972] average_cost 0 confusion_matrix [[412313,54131],[48390,485166]] f_measure 0.897436 [0.889423,0.904441] kappa 0.793871 kb_relative_information_score 668167.614068 mean_absolute_error 0.181753 mean_prior_absolute_error 0.5 number_of_instances 1000000 [466444,533556] precision 0.897452 [0.894965,0.899627] predictive_accuracy 0.897479 prior_entropy 1 ram_hours 0.06375785475801676 recall 0.897479 [0.88395,0.909307] relative_absolute_error 0.363506 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.278398 root_relative_squared_error 0.556796 run_cpu_time 904.81 total_cost 0