Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification

Andrew Pangia, Agus Sudjianto, Aijun Zhang +1

Fair lending practices and model interpretability are crucial concerns in the financial industry, especially given the increasing use of complex machine learning models. In respons…