Research Article
Feature Entropy Estimation (FEE) for Malicious IoT Traffic and Detection Using Machine Learning
Table 3
Evaluation of proposed methodology on UNSW_NB15 dataset.
| Testsets | Accuracy | Precision | Recall | F_measure |
| Testset_1 | 99.95465 | 100 | 99.90926 | 99.95461 | Testset_2 | 99.96599 | 100 | 99.93179 | 99.96588 | Testset_3 | 99.96112 | 100 | 99.9223 | 99.96113 | Testset_4 | 99.94556 | 100 | 99.8913 | 99.94562 | Testset_5 | 99.93197 | 100 | 99.8645 | 99.9322 |
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