Your question is Optimizing 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're comparing several candidate models for a supervised learning task and want to improve performance without overfitting.
How would you optimize a machine learning model for performance?