1188 1 Jan van Rijn 172 Supervised Data Stream Classification 79 moa.SGD(1) 20 functions.SGD l 1.0E-4 79 o HINGE 79 r 1.0E-4 79 132 BNG(sonar,nominal,1000000) https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff -1 2537 description https://api.openml.org/data/download/2537/moa_task_1728129713583981332472.xml -1 2538 predictions https://api.openml.org/data/download/2538/openml_task_172_predictions1602955140674647649.arff area_under_roc_curve 0.792754 [0.792754,0.792754] average_cost 0 confusion_matrix [[358358,108086],[97517,436039]] f_measure 0.794227 [0.77708,0.809217] kappa 0.586344 kb_relative_information_score 588794 mean_absolute_error 0.205603 mean_prior_absolute_error 0.5 number_of_instances 1000000 [466444,533556] precision 0.794236 [0.786088,0.801358] predictive_accuracy 0.794397 prior_entropy 1 ram_hours 0.00000029413675268491104 recall 0.794397 [0.768277,0.817232] relative_absolute_error 0.411206 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.453435 root_relative_squared_error 0.906869 run_cpu_time 23.83 total_cost 0