Network Intrusion Classification on Network Intrusion Dataset (val)
98.9Macro F1 ScoreRandom Forest
Evaluation results
| Method | Links | |
|---|---|---|
| Random Forest2026.04 | 98.9 | |
| LightGBM2026.04 | 98 | |
| CatBoost2026.04 | 97 | |
| XGBoost2026.04 | 96.6 | |
| MLParchitecture=256-1282026.04 | 88.7 | |
| Transformer2026.04 | 85.4 | |
| Decision Treedepth=42026.04 | 48.7 |