Research Article
High-Performance Internet Traffic Classification Using a Markov Model and Kullback-Leibler Divergence
Table 15
Precision rates for various protocols.
| Group | | Precision rates | | | | | | | | | | |
| Maj | 10 | 0.9536 | 0.9942 | 0.7287 | 0.9857 | 0.4095 | 10.000 | 0.5979 | 0.9873 | 0.9548 | 0.9328 | 100 | 10.000 | 10.000 | 10.000 | 10.000 | 0.4876 | 10.000 | 0.5518 | 0.9984 | 0.9968 | 0.9213 |
| K-L | 10 | 0.9674 | 0.8753 | 0.8753 | 0.9990 | 0.6189 | 0.9404 | 0.9391 | 0.9928 | 0.9918 | 0.9432 | 100 | 10.000 | 10.000 | 0.9378 | 10.000 | 0.7566 | 10.000 | 0.9872 | 0.9984 | 10.000 | 0.9874 |
| 4096d | 10 | 0.7424 | 10.000 | 0.6578 | 0.9843 | 0.4635 | 0.0000 | 0.8667 | 0.4875 | 0.0000 | 0.6329 | 100 | 0.8738 | 10.000 | 0.5793 | 10.000 | 0.4978 | 0.0000 | 0.9135 | 0.4952 | 0.0000 | 0.6909 |
| Individual | 0.7996 | 0.9644 | 0.5635 | 0.9467 | 0.3913 | 0.9985 | 0.6205 | 0.8952 | 0.9051 | 0.9024 |
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