Essential Math, Data Science, Machine Learning, Deep Learning, Mathematics.
which is the explained variance. For visualization purpose, let’s use a vector length of three standard deviations (equal to three times the square root of the explained variance): Figure 7: The eigenvectors u (in gray) and v (in red) scaled according to the explained variance. You can see in