no significant improvement is observed in the
cross-validation results .Thus, 18 latent variables were chosen as
the optimum value for the prediction step. In Fig. 3, the 3-dimention
canonical variates for the ECVA method based on 18 components
PLS model in the inner relation are shown for preprocessed
dataset by EMSC. Interestingly,