Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction

Chengyue Huang, Yahe Yang

With the widespread application of machine learning in financial risk management, conventional wisdom suggests that longer training periods and more feature variables contribute to…