158599 1 Jan van Rijn 172 Supervised Data Stream Classification 1136 moa.LeveragingBag_SGD(1) 1901 meta.LeveragingBag -l functions.SGD l 1.0E-4 79 o HINGE 79 r 1.0E-4 79 l moa.classifiers.functions.SGD 1136 s 10 1136 w 6.0 1136 a 0.002 1136 o false 1136 m LeveragingBag 1136 r 1 1136 Moa 132 BNG(sonar,nominal,1000000) https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff -1 516882 description https://api.openml.org/data/download/516882/moa_task_1723295561617537198277.xml -1 516883 predictions https://api.openml.org/data/download/516883/openml_task_172_predictions1778869738588650547.arff area_under_roc_curve 0.79363 [0.79363,0.79363] average_cost 0 confusion_matrix [[358397,108047],[97568,435988]] f_measure 0.794217 [0.777089,0.80919] kappa 0.586325 kb_relative_information_score 588767.76667 mean_absolute_error 0.205619 mean_prior_absolute_error 0.5 number_of_instances 1000000 [466444,533556] precision 0.794224 [0.786019,0.801397] predictive_accuracy 0.794385 prior_entropy 1 recall 0.794385 [0.76836,0.817136] relative_absolute_error 0.411238 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.452888 root_relative_squared_error 0.905776 total_cost 0