Table 14 Comparison of the proposed model with Ensemble Feature Selection + Light GBM [35]
From: A novel time efficient learning-based approach for smart intrusion detection system
Technique | F1-Score | Prediction latency (S) |
|---|---|---|
Ensemble Feature Selection + Light GBM | 95.8 | 123.36 |
Hybrid Feature Selection + Light GBM (proposed) | 97.57 | 0.138008 |