Mathematics, Mathematics Education, Machine Learning, Data Science.
symmetric, so the diagonal matrix λ contains the eigenvalues of the covariance matrix and W contains the normalized eigenvectors. So, finally we’ve got the orthonormal basis W and the coordinates z as, (21) The final results we’ve obtained for W and z. Our goal was to find a new representation for