seniorDimensionality Reduction
How does PCA relate to linear regression?
Updated May 16, 2026
Short answer
Both involve linear transformations but optimize different objectives.
Deep explanation
PCA maximizes variance in features, while regression minimizes prediction error. PCA ignores target variable entirely.
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