Research Article
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 |
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