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Mean square error for different numbers of hidden nodes and training epochs in a NARX-NN model.
| Number of hidden nodes | Performance on the training dataset (mse) | |
|---|---|---|
| 10 epochs | 20 epochs | |
| 5 | 11.5 × 10−6 | 7.06 × 10−6 |
| 10 | 7.38 × 10−6 | 7.19 × 10−6 |
| 15 | 7.18 × 10−6 | 7.06 × 10−6 |
