177390 1 Jan van Rijn 7365 Supervised Data Stream Classification 1145 moa.LeveragingBag_NaiveBayes(1) 1907 meta.LeveragingBag -l bayes.NaiveBayes l moa.classifiers.bayes.NaiveBayes 1145 s 10 1145 w 6.0 1145 a 0.002 1145 o false 1145 m LeveragingBag 1145 r 1 1145 Moa 1387 BNG(audiology,1000,1) https://www.openml.org/data/download/583844/BNG_audiology_1000_1.arff -1 584270 description https://api.openml.org/data/download/584270/moa_task_73656604949446125725840.xml -1 584271 predictions https://api.openml.org/data/download/584271/openml_task_7365_predictions6523804733910670797.arff area_under_roc_curve 0.992634 [0.964949,0.973753,0.998155,0.995307,0.982709,0.980415,0.997505,0.990854,0.984303,0.988741,0.984192,0.985444,0.978757,0.982516,0.993918,0.990266,0.994513,0.985685,0.994366,0.976278,0.993947,0.986016,0.989486,0.985718] average_cost 0 confusion_matrix [[1694,315,47,78,267,356,60,191,227,239,202,278,314,268,99,125,184,187,63,260,174,174,173,401],[334,1872,18,70,222,337,20,123,168,178,221,130,200,231,117,113,244,240,88,282,139,195,117,467],[18,10,233898,715,7,31,886,2870,45,64,153,478,88,35,137,28,3,30,648,83,8,254,876,66],[29,28,996,85860,26,161,515,3107,24,334,34,95,49,118,558,36,2,125,717,274,1,317,1070,45],[289,247,2,68,2698,212,34,118,187,161,161,165,358,215,51,166,129,149,45,103,93,231,125,268],[257,189,41,331,157,5475,146,410,197,343,206,153,174,297,168,120,68,376,133,318,88,242,297,225],[19,7,888,530,13,62,80499,2064,63,93,30,244,62,45,138,14,1,52,469,198,5,93,490,22],[26,25,2127,2727,25,138,1701,188903,100,353,78,272,136,87,691,55,5,82,4372,289,6,1067,1697,92],[158,91,86,43,146,172,122,356,5547,550,299,413,244,255,126,518,43,118,31,650,80,106,108,141],[121,91,88,394,97,185,134,575,349,21052,219,329,148,349,600,477,30,148,341,1152,32,140,210,113],[162,132,140,61,93,170,55,271,307,328,5656,647,408,122,253,385,60,162,28,530,32,177,208,211],[172,58,558,118,109,100,426,559,268,390,421,12523,621,115,230,210,28,177,240,676,77,119,286,76],[256,133,143,110,217,161,150,332,231,293,405,1023,4903,240,127,240,81,170,202,379,144,155,220,243],[214,140,17,224,159,246,107,239,273,442,147,180,333,5674,84,113,99,347,200,494,102,186,211,267],[41,31,41,695,44,96,351,1213,76,528,147,181,90,72,34055,176,6,99,228,343,5,259,869,175],[86,78,27,79,104,112,43,223,395,665,289,240,197,105,346,9973,31,99,49,1089,28,162,73,124],[228,284,1,7,146,122,0,8,74,86,92,55,182,181,13,70,3940,88,16,125,421,40,20,137],[166,168,35,288,102,333,140,240,100,200,207,236,207,348,179,114,59,6107,167,304,37,290,178,270],[27,39,448,441,27,100,669,4845,27,198,22,163,101,104,314,32,0,72,85222,302,35,534,607,157],[129,126,92,264,58,201,258,555,371,1629,306,602,282,262,507,877,48,197,432,10692,45,243,349,285],[209,182,24,13,125,143,34,60,115,52,70,159,241,157,6,54,446,43,66,101,3955,41,28,95],[81,86,66,281,104,175,115,1595,74,129,153,127,116,150,217,108,28,199,431,251,20,13138,740,306],[54,44,232,1067,46,141,455,1444,65,193,89,159,144,135,555,38,4,126,346,305,13,451,29102,157],[255,314,54,72,183,210,23,241,169,136,186,133,218,338,255,140,73,253,272,410,47,417,308,5991]] f_measure 0.856738 [0.297167,0.346154,0.971539,0.908297,0.471266,0.551637,0.930388,0.90907,0.558751,0.751723,0.554755,0.667146,0.4813,0.556247,0.855148,0.692593,0.659525,0.607027,0.900429,0.556585,0.658837,0.696588,0.789453,0.569703] kappa 0.836823 kb_relative_information_score 872037.736223 mean_absolute_error 0.016284 mean_prior_absolute_error 0.079861 number_of_instances 1000000 [6376,6126,241431,94521,6275,10411,86101,205054,10403,27374,10598,18557,10558,10498,39821,14617,6336,10475,94486,18810,6419,18690,35365,10698] precision 0.855631 [0.337114,0.399147,0.974295,0.908225,0.521353,0.58004,0.925882,0.897222,0.58686,0.735159,0.577555,0.659626,0.499491,0.572958,0.855095,0.703215,0.702067,0.633112,0.898909,0.545232,0.707893,0.690347,0.758615,0.579737] predictive_accuracy 0.858429 prior_entropy 4.584963 recall 0.858429 [0.265684,0.305583,0.968799,0.90837,0.42996,0.525886,0.934937,0.921235,0.533212,0.769051,0.533686,0.67484,0.464387,0.540484,0.855202,0.682288,0.621843,0.583007,0.901954,0.568421,0.61614,0.702943,0.822904,0.560011] relative_absolute_error 0.20391 root_mean_prior_squared_error 0.199826 root_mean_squared_error 0.091811 root_relative_squared_error 0.459452 total_cost 0