Towards Sustainable Financial Inclusion: A Comparative Study of Ensemble Architectures and SHAP-Based Explainability in Bank Loan Prediction
By empirically proving that high-performance algorithms can be mathematically blind to demographic biases, this framework directly advances SDG 10 (Reduced Inequalities) and provides the accountable, feature-level justifications required for secure and sustainable financial inclusion (SDG 8).