Effective Feature Selection for 5G IM Applications Traffic Classification

Table 3

Accuracy result of HIT Trace 1 dataset.

Applications	Bayes Net	Naïve Bayes	C4.5	R/Forest	Random Tree
WTCP	98.40	92.68	99.56	99.82	99.70
WUDP	100	97.75	99.56	99.87	99.93
P2P	99.95	97.78	99.87	99.93	99.95
IM	94.09	92.08	94.39	91.59	90.94
IMAP	93.31	91.81	94.17	91.42	91.05
FTP	99.98	97.53	99.85	99.98	99.95