Table 5 Results of DRL with the selected features.
From: ID-RDRL: a deep reinforcement learning-based feature selection intrusion detection model
Evaluation metrics | DT | DRL | DRL + RFE(13) |
|---|---|---|---|
Accuracy | 0.9312 | 0.9408 | 0.9618 |
F1-score | 0.9223 | 0.9246 | 0.9489 |
AUC | 0.9615 | 0.9746 | 0.9839 |
