Predicting Mortgage Default with Machine Learning: AutoML, Class Imbalance, and Leakage Control

Xianghong Hu, Tianning Xu, Ying Chen +1

Mortgage default prediction is a core task in financial risk management, and machine learning models are increasingly used to estimate default probabilities and provide interpretab…