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Evaluate Models in Production | Dataford Interview Questions - Dataford - Ace your Interview

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Evaluate Models in Production

Hard

Model Evaluation

Asked at 13 companies13AccuracyCalibrationThreshold Tuning

Asked 2w ago|Tesla

Also asked at

Chase

General Dynamics Information Technology

Providence

A

Tesla

Catalina

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?

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?

Your answer

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