Question
Why can k-NN perform poorly when many irrelevant dimensions are added?
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Correct Answer: C. Distances become less informative as points appear similarly far apart
Explanation:
The curse of dimensionality weakens the contrast between near and far points in high-dimensional spaces. Irrelevant features can therefore destroy meaningful neighborhood structure.
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