Question: Which of the following is NOT a benefit of effective feature engineering?

Options:

1. Improved model accuracy
2. Reduced training time
3. Increased interpretability of the model
4. Elimination of the need for data preprocessing

Correct Answer: Elimination of the need for data preprocessing

Solution:

Effective feature engineering does not eliminate the need for data preprocessing; it often requires it to prepare the data for modeling.