Your question is Feature Engineering and Model Performance. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are training a supervised learning model and comparing a few candidate approaches. Some models perform similarly with raw inputs, and you want to understand how much better features can change the result.
Discuss the importance of feature engineering in model performance.