Question
Why should numerical features often be standardized before using k-NN?
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Correct Answer: C. Features with large numerical scales can dominate distance calculations
Explanation:
Distance-based methods are affected by the units and ranges of their features. Scaling gives variables a more comparable influence on neighborhood formation.
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