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← Interpretability vs Performance Tradeoffs
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Question
A lender tested two models for approving small-business loans. A gradient-boosted ensemble is 1% more accurate than a logistic regression model, but regulators require a clear reason for every decision, and the business agreed that the simpler model's accuracy is acceptable. Which model should the lender deploy?

Press 1–4 to pick an answer