Your question is Predictive Modeling for Business Decisions. 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 working on a supervised learning problem where the goal is to turn historical business data into a prediction that can support a decision. The interviewer wants to see how you think about model choice, feature design, and evaluation.
How do you think about predictive modeling concepts and their business applications?