2999 1 Jan van Rijn 2133 Supervised Data Stream Classification 87 moa.OzaBoostAdwin_HoeffdingTree(1) 28 meta.OzaBoostAdwin 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 87 e false 87 l moa.classifiers.trees.HoeffdingTree 87 o false 87 p false 87 r 1 87 s 10 87 250 BNG(mfeat-fourier) https://www.openml.org/data/download/5599/BNG_mfeat-fourier.arff -1 6255 description https://api.openml.org/data/download/6255/moa_task_21335415548291207716393.xml -1 6256 predictions https://api.openml.org/data/download/6256/openml_task_2133_predictions6073279619044646205.arff area_under_roc_curve 0.983939 [0.999094,0.983002,0.995244,0.990975,0.985546,0.992178,0.950114,0.996399,0.998618,0.948315] average_cost 0 confusion_matrix [[97700,197,494,41,65,43,26,4,1535,37],[55,84396,5678,2242,2237,361,1295,2094,472,1083],[132,5245,92088,330,450,33,129,775,162,186],[34,2345,361,89101,3573,2109,817,350,69,959],[31,1745,249,2732,86466,4487,1496,1009,34,1893],[29,438,43,2427,4031,90032,1270,26,51,1771],[29,1420,118,820,1570,1415,57892,423,128,35889],[6,1566,902,467,1478,25,964,93568,18,1067],[867,780,383,83,61,24,171,8,97607,173],[31,1271,99,865,2109,1700,35617,461,108,58254]] f_measure 0.847324 [0.981633,0.846856,0.921133,0.896271,0.855328,0.898761,0.580717,0.941427,0.974409,0.577267] kappa 0.830115 kb_relative_information_score 804559.550694 mean_absolute_error 0.060377 mean_prior_absolute_error 0.18 number_of_instances 1000000 [100142,99913,99530,99718,100142,100118,99704,100061,100157,100515] precision 0.847583 [0.987727,0.849029,0.917074,0.899029,0.847374,0.898263,0.580796,0.947831,0.974277,0.574996] predictive_accuracy 0.847104 prior_entropy 3.321928 ram_hours 0.07335366601555718 recall 0.847104 [0.975615,0.844695,0.925229,0.89353,0.863434,0.899259,0.580639,0.93511,0.97454,0.579555] relative_absolute_error 0.335428 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.155035 root_relative_squared_error 0.516782 run_cpu_time 2476.438660863 total_cost 0