Open Access
Table 2
Hyperparameter settings used in the proposed model.
| Hyperparameter | Value |
|---|---|
| Sequence Length | 10 |
| Batch Size | 32 |
| Epochs | 20 |
| Learning Rate | 0.001 |
| Optimizer | Adam |
| Loss Function | MSELoss |
| Conv Kernel (Slow) | 7 |
| Conv Kernel (Medium) | 5 |
| Conv Kernel (Fast) | 3 |
| Conv Dilation (Slow) | 4 |
| Conv Dilation (Medium) | 2 |
| Conv Dilation (Fast) | 1 |
| LSTM Hidden Units | 32 |
| Feature Dimension | 13 |
| Activation Function | ReLU |
| Output Activation | Sigmoid |
| HHA Population Size | 5 |
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