Question
Why should features often be scaled before k-means?
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Correct Answer: C. Large-scale features can dominate the distance and centroid calculations
Explanation:
Standard k-means relies on Euclidean distances, which depend on measurement units. Scaling helps prevent one high-range variable from controlling the partition.
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