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Table 3 Forecast of 31 Dec 2013 using different time periods for model building

From: Time series decomposition model for accurate wind speed forecast

Sl no Time period MAPE SMAPE Mean MAPE RMSE
1 1 year 34.89 14.61 26.84 0.90
2 6 months 28.30 26.21 24.53 0.96
3 4 months 22.55 21.49 18.72 0.68
4 2 months 25.89 26.02 23.64 0.87
5 1 month 31.12 26.09 25.63 0.97