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Monitor Model Accuracy Over Time

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Your question is Monitor Model Accuracy Over Time. Take a moment with it on the right.

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Problem

Scenario

You have shipped a model and it was accurate at launch, but the team wants a clear way to tell whether it is still performing well after deployment. The model is now scoring live traffic, and you need to know when its predictions stop matching reality.

Question

How do you ensure your models remain accurate over time once deployed?