Question
What bias can information gain have?
Select an option. Your answer will be checked instantly.
Correct Answer: B. It may favor attributes with many distinct values
Explanation:
A high-cardinality attribute can create many pure but tiny partitions.
Gain ratio or regularization can reduce this preference.
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