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eigenvectors of the covariance matrix. We take the unit vector along which Mean Squared Error (MSE) is minimum as our PC, to ensure maximum information is retained along the chosen direction, as can be seen in the second diagram. It can be shown mathematically that minimizing MSE would maximize