Table 5 Model training performance for N_BaIoT dataset.
From: Securing IoT networks: a machine learning approach for detecting unusual traffic patterns
Metric | Value before tuning | Value after tuning |
|---|---|---|
Loss function | 0.40 | 0.20 |
Accuracy | 91.0% | 97.2% |
Precision | 90.5% | 96.8% |
Recall | 89.7% | 97.5% |
F1 Score | 90.1% | 97.1% |
