Inherited Model Evaluation
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Let’s say you’ve just joined a team at a fintech startup, and you’re now responsible for maintaining a credit risk model that predicts loan defaults. The model was built by a previous data scientist who has since left, and you have access to their code, documentation, and a sample of recent model outputs.
What steps would you take to evaluate and take ownership of this model, and how would you decide what (if anything) to change first?
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