Data Science, Linear Algebra, Math For Data Science, Data Science Basics.
we observe that the sum of the eigenvalues of the diagonal matrix is equal to the total variance contained in features X1, X2, X3, and X4. Hence, we can define the following quantities: Note: when p = 4, the cumulative variance becomes equal to 1 as expected. Implementation with R code: Code and