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Evaluate Models in Production

HardModel Evaluation00:00
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Problem

Scenario

You are responsible for a model that is already live in production. The team wants a clear way to judge whether it is still performing well, whether the current threshold is right, and how to compare offline results with what is happening on real traffic.

Question

How do you handle model evaluation in production?