Intrusion Detection on CICDDoS 2019 (5-fold CV)
73.2Macro F1-ScoreCMD
Evaluation results
| Method | Links | |
|---|---|---|
| CMDNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 73.2 | |
| Fisher ScoreNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 73.04 | |
| nCMDNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.76 | |
| Pearson CorrelationNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.75 | |
| Mutual InformationNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.69 | |
| Variance ThresholdNumber of features=40, Classifier=3-hidden-layer MLP2026.06 | 72.3 |