Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring

Dangxing Chen, Weicheng Ye

The forecasting of credit default risk has been an active research field for several decades. Historically, logistic regression has been used as a major tool due to its compliance…