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Choose the Right Evaluation Metric

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Your question is Choose the Right Evaluation Metric. 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 evaluating a classification model for a business team that wants to use one score to judge whether the model is good enough to ship. The team cares about the business outcome, but different stakeholders keep asking for different metrics.

Question

How do you choose the right metric for a business goal when evaluating a model?