Question
A word appears in a test message but never appeared in training documents of one class. Without smoothing, what can happen?
Select an option. Your answer will be checked instantly.
Correct Answer: A. That class’s combined likelihood can become zero
Explanation:
Multiplying by an estimated probability of zero makes the entire product zero. This zero-frequency problem can eliminate a class based on one unseen feature.
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