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Evaluate Model Effectiveness

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

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Problem

Scenario

You have a classification model in production, and the team wants to know whether it is actually effective. The model is being used to support a business decision, and you have standard evaluation metrics from a held-out test set.

Question

How would you evaluate the effectiveness of a machine learning model?