Gen-、-Ling Mu

A Machine Learning Framework for S&P 500 Directional Classification and Kelly-Optimal Position Sizing

The findings suggest that while supervised learning offers a modest predictive signal, the Kelly Criterion is effective primarily as a risk-management tool rather than a return-enhancing strategy.