9/15/2011

Having an ellipsoid around the data spread ( i.e.. plotted ) is Eigen decomposition .

Eigen values give the importance of dimension and Eigen vectors give the true dimensions.If an axis is discarded we loose variance.

Eigen gap = |Eval1 - EVal2|

Srividya