Does the rule of choosing a component if the model performance increases by >5% measured by RMSEP (in cross-validation) apply also to PLS technique?

When choosing a WAPLS model, apart from relying on performance (e.g. r2, r, max bias, RMSEP, scatter-plot etc..), the recommendation is to select the successive component if the model performance...

05 May 2016 1,168 2 View