Multiple Choice Flashcards on 02 Chartered AI Engineering Professional - CAiE...

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Flashcard Practice Chartered AI Engineering Professional - CAiEP Multiple Choice

A tree model reports that account age is a highly important feature. What should the team conclude?

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The feature was useful to the model, but the score does not establish causation. The model would make identical predictions if account age were random noise. The score proves that older accounts directly cause the target outcome. Account age must be removed because important features create compliance risk during review.

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