Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization

Cecilia Ying, Stephen Thomas

In an effort to improve the accuracy of credit lending decisions, many financial intuitions are now using predictions from machine learning models. While such predictions enjoy man…