Table 2.
Hyperparameter configuration for CNN−GRU.
| No | Hyperparameter | Recommended Values |
|---|---|---|
| 1 | Learning Rate | 0.001 |
| 2 | Number of Convolutional Layers | 2–3 |
| 3 | Number of GRU Units | 32, 64, 128 |
| 4 | Dropout Rate | 0.2–0.5 |
| 5 | Batch Size | 16–128 |
| 6 | Number of Epochs | 50–100 |
Hyperparameter configuration for CNN−GRU.
| No | Hyperparameter | Recommended Values |
|---|---|---|
| 1 | Learning Rate | 0.001 |
| 2 | Number of Convolutional Layers | 2–3 |
| 3 | Number of GRU Units | 32, 64, 128 |
| 4 | Dropout Rate | 0.2–0.5 |
| 5 | Batch Size | 16–128 |
| 6 | Number of Epochs | 50–100 |