Question
Why is standard k-means not directly suitable for purely nominal categories?
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Correct Answer: A. Means and Euclidean distances are not naturally defined for unordered labels
Explanation:
A centroid is an arithmetic mean, and Euclidean distance assumes meaningful numerical differences. Arbitrary codes for nominal categories can create false geometry.
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