An Efficient Loan Default Risk Assessment Framework Using TPE-Optimized CatBoost Model
Reliable estimation of loan default risk plays a vital role in ensuring financial system resilience and enabling sound credit decision-making in today’s lending landscape. Although conventional statistical techniques offer transparency, they frequently struggle to model the intricate nonlinear patterns embedded in high...