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Table 2 Comparison of errors

From: Time series decomposition model for accurate wind speed forecast

Data duration Model MAPE (%) RMSE (m/s)
1 Month Persistence 31.63 1.43
  ARIMA 25.21 1.07
  BPNN 37.6 1.98
  TES 23.94 1.47
  Decomposition 20.15 0.965
2 Months Persistence 31.63 1.43
  ARIMA 22.15 0.979
  BPNN 40.94 1.89
  TES 26.03 1.772
  Decomposition 22.03 1.105
4 Months Persistence 31.63 1.43
  ARIMA 23.26 1.022
  BPNN 44.37 1.91
  TES 28.63 1.35
  Decomposition 18.24 1.05