Question
Why can selecting features solely by correlation with the target be incomplete?
Select an option. Your answer will be checked instantly.
Correct Answer: C. Correlation mainly detects linear association and may miss interactions or nonlinear value
Explanation:
A feature can be useful through nonlinear patterns or in combination with other variables despite weak marginal correlation. Correlation-based screening may therefore discard predictive information.
Leave a Reply