Multiple Choice Flashcards on 02 Certified AI Program Manager - CAIPM / 04 In...

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Flashcard Practice Certified AI Program Manager - CAIPM Multiple Choice

Why is deleting a sensitive attribute from the dataset not enough by itself to remediate bias?

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Deleting a column changes the objective of the business process The model cannot train unless sensitive attributes are included Bias exists only when sensitive attributes are visible to the model Other features may act as proxies and still allow biased patterns to influence predictions

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