pca - What is the intuition behind SVD? - Cross Validated
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pca - What is the intuition behind SVD? - Cross Validated Stack Internal Knowledge at work Bring the best of human thought and AI automation together at your work. Explore Stack Internal What is the intuition behind SVD? Ask Question Asked 10 years, 8 months ago Modified 4 years, 7 months ago Viewed 29k times 98 $\begingroup$ I have read about singular value decomposition (SVD). In almost all textbooks it is mentioned that it factorizes the matrix into three matrices with given specification. But what is the intuition behind splitting the matrix in such form? PCA and other algorithms for dimen
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