Question
How can dimensionality reduction help address the curse of dimensionality?
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Correct Answer: C. It can remove irrelevant dimensions that make distances and density estimates unreliable
Explanation:
High-dimensional spaces are sparse, and local relationships can become difficult to estimate. Reducing the space to informative directions can restore meaningful structure.
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