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Choose a Classification Threshold

MediumModel Evaluation00:00
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Your question is Choose a Classification Threshold. 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 deciding how to set the cutoff for a classification model. The team has one score, but different thresholds change how many cases get flagged, reviewed, or missed.

Question

How do you choose a threshold for a classification model?