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Evaluate Imbalanced Classification Model

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Your question is Evaluate Imbalanced Classification Model. Take a moment with it on the right.

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Problem

Scenario

You have a classification model where one class is much rarer than the other, and plain accuracy is not telling you much. The team wants to know whether the model is actually useful for the rare class.

Question

How would you evaluate a classification model with imbalanced classes?