Forecasting Wind Speed Using the Proposed Wavelet Neural Network

Table 2

Comparison of the wavelet-ANN.

Mother wavelet	MSE	RMSE	MAPE	MAE	R^2
Proposed W-ANN	0.00072	0.02683	2.32400	0.03069	0.99983
Morlet-ANN	0.00089	0.02983	14.8000	0.06910	0.99423
Mexican hat-ANN	0.00106	0.03256	2.43000	0.02343	0.99803
Gaussian-ANN	0.00303	0.05506	5.73700	0.10376	0.99945
Daubechies1 (Haar)	0.00544	0.07375	23.4400	0.10716	0.99541
Daubechies2	0.00578	0.07602	31.8300	0.11453	0.99385
Daubechies3	0.00255	0.05049	14.3200	0.05391	0.99883
Coiflet1	0.00233	0.04827	54.1000	0.08370	0.99583
Coiflet2	0.00216	0.04647	11.5400	0.04676	0.99917