Interpretable hybrid credit scoring for thin-file and underbanked populations

Belise Kanziga, Yaé U. Gaba, Olivier Kanamugire

We extend a residual-learning hybrid credit scoring framework (logistic regression scorecard plus a gradient-boosting correction on its residuals, decomposed at each prediction int…