Time Series Analysis and Forecasting for Wind Speeds Using Support Vector Regression Coupled with Artificial Intelligent Algorithms

Table 2

Forecasting errors over the prediction horizon: averaged over 1-h interval for Case and Case .

Criteria	Case			Case
	BSO-SVR	SVR	ERNN	BSO-SVR	SVR	ERNN
MAE	0.37	0.79	0.89	0.55	1.03	1.09
MSE	0.52	1.03	1.05	1.23	1.75	1.74
MAPE	4.56%	9.59%	10.61%	7.35%	13.49%	14.23%