1835667 1 Jan van Rijn 6706 Supervised Data Stream Classification 4826 moa.BlastWindowed(2) 24080 meta.BlastWindowed -b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree -g 1000 w 1000 4826 b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree 4826 g 1000 4826 k 1 4826 p false 4826 Moa 1183 BNG(satimage) https://www.openml.org/data/download/150673/BNG_satimage.arff -1 4609650 description https://api.openml.org/data/download/4609650/moa_task_6706539177135384244634.xml -1 4609651 predictions https://api.openml.org/data/download/4609651/openml_task_6706_predictions820031879874368373.arff area_under_roc_curve 0.894005 [0.95502,0.927624,0.934393,0.733972,0.806403,0.88701] average_cost 0 confusion_matrix [[223430,2440,5194,1399,4744,1184],[4959,95355,1027,1925,5207,930],[3660,1737,192186,9102,2284,2202],[2065,1456,19402,49727,3647,20205],[8421,7728,1701,5189,70494,16864],[1612,1197,5263,25166,7020,193878]] f_measure 0.822653 [0.926062,0.869567,0.8817,0.526184,0.69182,0.826069] kappa 0.783499 kb_relative_information_score 807269.893189 mean_absolute_error 0.05831 mean_prior_absolute_error 0.277778 number_of_instances 1000000 [238391,109403,211171,96502,110397,234136] precision 0.82178 [0.915145,0.86755,0.855023,0.537543,0.754786,0.82409] predictive_accuracy 0.82507 prior_entropy 2.584963 recall 0.82507 [0.937242,0.871594,0.910097,0.515295,0.63855,0.828057] relative_absolute_error 0.209916 root_mean_prior_squared_error 0.372678 root_mean_squared_error 0.241475 root_relative_squared_error 0.647944 total_cost 0