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

Table 3

Forecasting errors over the prediction horizon: averaged over 10-min interval for Case and Case .

Criteria	Case			Case
	CS-SVR	SVR	ERNN	CS-SVR	SVR	ERNN
MAE	0.63	0.72	0.63	0.47	0.83	0.78
MSE	0.83	0.89	0.73	0.61	0.98	1.02
MAPE	7.13%	8.20%	7.20%	6.01%	8.15%	7.73%