Question
What is a potential limitation when two Naive Bayes features carry nearly the same information?
Select an option. Your answer will be checked instantly.
Correct Answer: A. Their evidence may be effectively counted more than once
Explanation:
Strongly correlated features violate conditional independence and can make the model overstate their combined support. Classification may remain useful, but probability estimates can be distorted.
Leave a Reply