As a methodological aside, we discuss the (in-)significance of conclusions being drawn from comparisons done on small sized datasets.
given this SVD, write the j th projection matrix as where T j ∈ R m×m is a diagonal matrix such that Finally, we note that the sum of projection matrices can be expressed as eigenvectors of matrix M , i.e.