Financial-modeling

This chapter explains why standard cross-validation (CV) methods, like k-fold, fail in finance and lead to overfit models with false results.

This chapter explains why ensemble methods are effective and how to avoid common errors when applying them to finance.

This chapter explains how to perform hyper-parameter tuning for financial machine learning, emphasizing that standard cross-validation (CV) methods will fail and lead to overfitting.