Research Article
Towards a Scalable and Adaptive Learning Approach for Network Intrusion Detection
Table 2
Performance comparison of algorithms with different evaluation metrics.
| Performance metrics | SMO (%) | Bayes Net (%) | Random forest (%) |
| TP rate | 98.1 | 97.6 | 99.9 | FP rate | 2.0 | 2.2 | 0.1 | Precision | 98.2 | 97.6 | 99.9 | Recall | 98.1 | 97.6 | 99.9 | F-measure | 96.4 | 97.6 | 99.9 | Accuracy | 98.1 | 97.6 | 99.91 |
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