Changchun College of Electronic Technology

When SHAP explains a leaked target: a cautionary study of an XGBoost and multi-level SHAP pipeline for S&P 500 direction prediction

Accurate prediction of stock price movements is of substantial importance to investors, portfolio managers, and financial regulators, and although machine learning models are increasingly deployed in quantitative finance, the limited transparency of many such models remains a non...