Table 7 Comparison of errors for different out samples of prediction
From: Time series decomposition model for accurate wind speed forecast
Sl no | Forecast horizon | MAPE | SMAPE | Mean MAPE | RMSE |
|---|---|---|---|---|---|
1 | 1 day (Dec 27) | 10.85 | 10.77 | 9.48 | 0.52 |
2 | 2 days (Dec 27, 28) | 15.42 | 16.78 | 14.36 | 0.88 |
3 | 3 days (Dec 27–29) | 16.02 | 16.84 | 15.39 | 0.92 |
4 | 4 days (Dec 27–30) | 20.51 | 21.87 | 19.63 | 1.18 |
5 | 5 days (Dec 27–31) | 16.40 | 17.49 | 15.70 | 1.05 |