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Comparison of the different methods in the testing dataset.
| Models | RMSE |
|---|---|
| HA | 48.77 |
| ARIMA | 24.88 |
| SAE | 32.66 |
| LSTM | 20.38 |
| TFFNet | 18.34 |
Note: There are 4 residual units in standard TFFNet. The external fusion component is used. The model input incorporates 3 dependent sequences: temporal closeness, period, and trend.
