S/N | Lag | Data | Activation | Neurons | Batch | Drop-out | RMSE | MAE | Runtime (m) |
1. | MeanAC_42 | Undecomposed | Tanh | 64 | 64 | 0.2 | 0.00716 | 0.00533 | 25.67 |
2. | Default_1 | Decomposed | ReLU | 64 | 32 | 0.2 | 0.00960 | 0.00717 | 1.91 |
3. | Default_1 | Decomposed | Sigmoid | 64 | 32 | 0.2 | 0.01192 | 0.00927 | 4.00 |
4. | MeanAC_42 | Decomposed | ELU | 32 | 64 | 0.2 | 0.00620 | 0.00487 | 3.01 |