Effective Feature Selection for 5G IM Applications Traffic Classification

Table 7

Precision result of NIMS dataset.

Applications	Bayes Net	Naïve Bayes	C4.5	R/Forest	Random Tree
GTALK TCP	100	58.11	100	100	99.42
GTALK UDP	99.26	71.85	100	100	100
DNS	100	91.77	100	100	100
FTP	100	100	100	100	100
HTTP	100	99.58	100	100	99.92
SFTP	100	100	100	100	100