Which of the following is NOT a benefit of feature engineering?
Practice Questions
Q1
Which of the following is NOT a benefit of feature engineering?
Improved model accuracy
Reduced training time
Enhanced interpretability
Increased data redundancy
Questions & Step-by-Step Solutions
Which of the following is NOT a benefit of feature engineering?
Step 1: Understand what feature engineering is. It is the process of using domain knowledge to create features that make machine learning algorithms work better.
Step 2: Identify the benefits of feature engineering. Benefits include improving model accuracy, reducing overfitting, and enhancing interpretability.
Step 3: Recognize what data redundancy means. Data redundancy refers to the unnecessary duplication of data.
Step 4: Determine if increased data redundancy is a benefit. It is not a benefit; effective feature engineering should reduce redundancy.
Step 5: Conclude that the statement 'increased data redundancy is a benefit of feature engineering' is false.
