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Table 3 A comparison of the prediction error between the wavelet kernel function and combined kernel function for 587 samples

From: Ultra-short-term wind speed forecasting based on support vector machine with combined kernel function and similar data

 

Number of samples

Number of predicted points

Wavelet kernel function

Combined kernel function

MAPE (%)

411

176

10.00

8.25

MSE

411

176

0.66

0.54

MPE (%)

411

176

35.69

35.78