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Glossary: ML in Production

Proxy variable

Also written: proxy, zip_code

A feature that stands in for something sensitive, such as a zip code acting as a proxy for income or race. Before adding one, ask what it adds, check fairness with it and record the decision in the model card.

Where the book teaches it

Related terms

Fairness monitoringModel card