Recommended:

make matrix with full weighting ("E & X,Y")
proceed centered PCA with at least 8 components
reconstruct with 4 components.

run script "ExtractMaps Si Ge EELS" having datacube in front. 
compare Si and Ge maps obtained from raw and reconstructed datacubes.