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Choose the Right Evaluation Metrics

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Your question is Choose the Right Evaluation Metrics. 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).

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Problem

Scenario

You are reviewing a machine learning model that has been trained and validated, and the team wants to know whether it is actually good enough to ship. The model will be used to make decisions that have real business impact, so a single score may not tell the full story.

Question

What metrics would you use to evaluate the performance of a machine learning model?