Eigenvectors, Machine Learning, Artificial Intelligence, Data Science, Statistics.
scaling) is applied to them. Other vectors (diagonal, in black) do. The Eigenvectors and Eigenvalues of a covariance (or correlation) matrix represent the “core” of a PCA: The Eigenvectors (principal components) determine the directions of the new feature space, and the Eigenvalues determine their