Effective Feature Selection for 5G IM Applications Traffic Classification

Table 4

NIMS dataset’s accuracy results.

Applications	Bayes Net	Naïve Bayes	C4.5	R/Forest	Random Tree
GTALK TCP	100	98.60	100	100	99.99
GTALK UDP	100	86.55	100	100	100
DNS	99.78	86.43	100	100	100
FTP	100	99.34	99.97	100	100
HTTP	100	98.58	99.97	100	99.99
SFTP	100	99.97	100	100	100