Research Article
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 |
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