Intrusion Detection on CICIDS 2017 (5-fold CV)
74.81Macro-F1nCMD
Evaluation results
| Method | Links | |
|---|---|---|
| nCMDNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 74.81 | |
| CMDNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 73.84 | |
| Pearson CorrelationNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.45 | |
| Variance ThresholdNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.02 | |
| Mutual InformationNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 68.85 | |
| Fisher ScoreNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 64.82 |