Machine Learning, Statistics, Eigenvectors, Eigenvalue, Principal Component.
lambda which means the eigenvector reverses its direction but stays on the line it spans on. The importance & application of Eigenvectors & Eigenvalues are more dependent on the basis-change & are beyond the scope of this article. If you’d like to learn more about why Eigen-things are so widely