Wind Power Prediction Based on Nonlinear Partial Least Square

Table 2

Analytical results for working condition II.

Model	RMSECV	RMSEP			LVs	Hidden nodes	Width
PLS	309.3051	278.4153	0.7418	0.7999	2	-	-
BP	258.7904	250.9290	0.7527	0.7908	-	1	-
RBF	477.7540	460.5628	0.8429	0.2303	-	1	-
SVM	508.0016	336.4237	0.7037	0.6328	-	-	0.6
BPE-NPLS	286.3022	234.4676	0.7636	0.7876	1	2	-
RBFE-NPLS	217.8454	207.9319	0.8217	0.8341	2	5	-

The bold means the minimum error or the maximum correlation among models.