While considering an example of Fish length and width to discuss dimensionality reduction, we saw ellipsoid like variation of graph of size. If this ellipsoid becomes absolute circle then the euclidean gap will be zero, hence there is no way to identify primary attribute that has least percentage of variation loss.
--Bhaskar Rangaswamy
