Intrusion Detection on InSDN (5-fold cross-validation)
100Validation AccuracySDNGuardStack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SDNGuardStackvalidation_type=5-Fold Cross-Validation2026.04 | 100 | 99.98 | |
| Extra Treesvalidation_type=5-Fold Cross-Validation2026.04 | 99.99 | 99.97 | |
| Random Forestvalidation_type=5-Fold Cross-Validation2026.04 | 99.99 | 99.96 | |
| XGBoostvalidation_type=5-Fold Cross-Validation2026.04 | 99.99 | 99.97 | |
| Decision Treevalidation_type=5-Fold Cross-Validation2026.04 | 99.98 | 99.96 | |
| K-Nearest Neighborsvalidation_type=5-Fold Cross-Validation2026.04 | 99.97 | 99.92 | |
| Multi-Layer Perceptronvalidation_type=5-Fold Cross-Validation2026.04 | 99.96 | 99.91 |