Table 5.
Hyperparameters of the adopted Dense neural network model with PSO.
| Model | Optimizer: Adam | Loss: Mean Absolute Error | |
|---|---|---|---|
| Training Hyper-Parameters |
Batch Size: 185 | Learning Rate: 0.00107 | Epochs: 5000 |
| Layer | Shape | Param | |
| Dense_1 | 216 | 2160 | |
| Dense_2 | 394 | 85,498 | |
| Dense_3 | 344 | 135,880 | |
| Dense_out | 9 | 3105 | |
| Total params | 226,643 | ||
| Trainable params | 226,643 | ||
| Non-trainable params | 0 | ||