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Choosing Model Evaluation Techniques

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Your question is Choosing Model Evaluation Techniques. Take a moment with it on the right.

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Problem

Scenario

You are discussing how you evaluate machine learning models before and after deployment. The interviewer wants to hear how you choose metrics, validate performance, and avoid relying on a single number.

Question

What techniques do you use for model evaluation?