2645 1 Jan van Rijn 131 Supervised Data Stream Classification 108 moa.WEKAClassifier_SMO_PolyKernel(1) 45 meta.WEKAClassifier -l (weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 1.0") f 0 108 i 1000 108 l weka.classifiers.functions.SMO 108 w 0 108 C 250007 110 E 1.0 110 C 1.0 109 K weka.classifiers.functions.supportVector.PolyKernel 109 L 0.001 109 N 0 109 P 1.0E-12 109 V -1 109 W 1 109 117 BNG(bridges_version2,nominal,1000000) https://www.openml.org/data/download/1837/BayesianNetworkGenerator_bridges_version2.arff -1 5522 description https://api.openml.org/data/download/5522/moa_task_1317430106558227103876.xml -1 5523 predictions https://api.openml.org/data/download/5523/openml_task_131_predictions5664217522547073666.arff area_under_roc_curve 0.883662 [0.973567,0.819301,0.898926,0.813724,0.787306,0.940551] average_cost 0 confusion_matrix [[136448,6088,4935,937,695,1284],[10435,54249,21757,8694,8301,1454],[9995,18032,361754,8335,21675,2920],[4211,14145,21185,57655,16030,9142],[3410,9758,23096,13136,45915,9231],[2072,4576,4232,9642,9025,65551]] f_measure 0.716972 [0.860985,0.512416,0.841611,0.522315,0.445372,0.709887] kappa 0.627695 kb_relative_information_score 321260.05023 mean_absolute_error 0.233387 mean_prior_absolute_error 0.277778 number_of_instances 1000000 [150387,104890,422711,122368,104546,95098] precision 0.714918 [0.819158,0.507721,0.82789,0.585931,0.451737,0.731743] predictive_accuracy 0.721572 prior_entropy 2.584963 ram_hours 0.0000021256525069475174 recall 0.721572 [0.907312,0.517199,0.855795,0.471161,0.439185,0.689299] relative_absolute_error 0.840194 root_mean_prior_squared_error 0.372678 root_mean_squared_error 0.326691 root_relative_squared_error 0.876605 run_cpu_time 28.17 total_cost 0