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Comparison model parameters.
| Model | Parameter | Value |
|---|---|---|
| ARIMA | AR order | 2 |
| Differencing order | 1 | |
| MA order | 1 | |
| SVM | Kernel | RBF |
| C | 0.0043 | |
| ELM | Number of hidden layer | 3 |
| Activation function | ReLU | |
| Regularization coefficient | 0.001, | |
| LSTM | Number of hidden layer | 3 |
| Learning rate | 0.001 | |
| Batch size | 32 | |
| Activation function | ReLU | |
| Optimizer | Adam | |
| TCN | Number of convolutional layers | 3 |
| Stride | 2 | |
| Padding | Same | |
| Activation function | ReLU |
