Multiple Choice Flashcards on 01 CompTIA DataAI / 02 Modeling, analysis, and...

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Flashcard Practice CompTIA DataAI Multiple Choice

A bank removes protected-class fields before modeling, but multivariate analysis shows ZIP code and school district strongly encode the removed characteristic. What should reviewers examine?

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Whether the correlation matrix should be hidden Whether removing protected-class fields proves fairness Whether ZIP code should be treated as the target label Proxy risk and whether the remaining features create fairness concerns

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