14/11/20 01:08:14 INFO test.TestNaiveBayesDriver: Complementary Results: ======================================================= Summary ------------------------------------------------------- Correctly Classified Instances : 32390 45.2463% Incorrectly Classified Instances : 39196 54.7537% Total Classified Instances : 71586 ======================================================= Confusion Matrix ------------------------------------------------------- a b c d e f g h i j k l m n o p q r s t u v w x y z ba bb bc bd be bf bg bh bi bj bk bl bm bn bo bp bq br bs bt bu bv bw bx by bz ca cb cc cd <--Classified as 6397 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 5 0 0 2 0 0 0 9158 19 0 0 23 0 407 56 0 0 0 0 0 0 2 3 0 0 0 24 0 0 0 3825 0 34 127 0 0 24 5 1 0 | 20114 a = K4B_OTHER 475 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 0 0 0 694 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 380 0 1 16 0 0 0 0 0 0 | 1593 b = add 104 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 83 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 57 0 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0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 0 0 0 0 1 0 0 0 0 | 114 bo = run 41 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11 0 1 0 0 0 0 0 0 0 | 89 bp = save 279 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 374 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 100 0 0 0 191 0 0 21 0 0 0 0 0 0 | 969 bq = remove 118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 126 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 156 0 3 0 0 0 0 0 0 0 | 406 br = reset 81 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 0 3 1 0 0 0 0 0 0 | 145 bs = show 24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 189 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 | 218 bt = size 1049 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 1417 1 0 0 12 0 2 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 6462 0 5 30 0 0 0 0 2 0 | 8988 bu = set 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 | 30 bv = should 461 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 616 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 118 0 133 0 0 0 0 0 0 0 | 1328 bw = to 95 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 9 0 0 0 0 0 0 | 140 bx = test 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 47 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18 0 0 0 0 0 0 0 0 0 | 101 by = stop 140 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 102 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 57 0 0 0 0 0 4 0 0 0 | 308 bz = start 376 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 194 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 161 0 3 0 0 0 115 0 0 0 | 851 ca = write 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 78 0 0 0 0 0 0 0 0 0 | 116 cb = visit 63 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 3 0 0 0 59 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 0 0 0 0 0 | 134 cc = validate 108 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 71 0 0 0 3 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 60 0 0 3 0 0 0 0 0 0 | 246 cd = update ======================================================= Statistics ------------------------------------------------------- Kappa -2.6723 Accuracy 45.2463% Reliability 6.9347% Reliability (standard deviation) 0.1657 Weighted precision 0.4266 Weighted recall 0.4525 Weighted F1 score 0.3846 hadoop@things:~$