Question
In the SVD X = UΣVᵀ, what do the columns of U represent?
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Correct Answer: A. Left singular vectors associated with directions in the row-observation space
Explanation:
U contains orthonormal directions on the left side of the matrix transformation. Together with singular values, they describe how observations load onto latent dimensions.
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