Question
What is a limitation of standard linear PCA?
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Correct Answer: D. It may fail to represent important nonlinear structure and components can be hard to interpret
Explanation:
PCA searches only for linear directions of high variance. Weighted combinations can also obscure the direct semantic meaning of original variables.
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