Julia, Stats, Unsupervised Learning, Math, Julialang.
correlation/covariance matrix of the data are used to determine the relative importance of each principal component. Eigenvalues can be thought of as a measure of the amount of variation in the data that is explained by each principal component. Eigenvalues can also play a role in MDS, or