Wind Power Prediction Based on Nonlinear Partial Least Square

Table 3

Analytical results for working condition III.

Model	RMSECV	RMSEP			LVs	Hidden nodes	Width
PLS	203.736	203.952	0.4632	0.4973	2	-	-
BP	262.628	249.336	0.2177	0.2821	-	2	-
RBF	209.364	265.404	0.4682	0.0438	-	1	-
SVM	229.985	238.792	0.4882	0.4727	-	-	0.6
BPE-NPLS	271.416	197.988	0.2900	0.4229	1	1	-
RBFE-NPLS	203.809	190.784	0.4910	0.4875	2	7	-

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