If the sum of the eigenvalues is 90 and the second eigenvalu

If the sum of the eigenvalues is 90 and the second eigenvalue is 15, how much of the variance is explained by the second principal component?

Solution

Second eigenvalue is direction of the greatest variance among those that are orthogonal.

Thus % variance = 15/90 *100

= 16.67%