Explainable AI (XAI) in Lending: Building Transparent Models for Credit Committees
The financial lending landscape is undergoing a massive paradigm shift. For decades, credit risk assessment relied on traditional scorecards, linear regression models, and the manual oversight of seasoned underwriters. While these methods were predictable and highly transparent, they often struggled to capture complex, non-linear relationships in data, occasionally shutting out creditworthy...
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