Feature-engineering

Correlation measures only linear codependence, which can be misleading.

Overfitting can be especially problematic when we rely solely on backtesting for validation. To improve model performance and interpretation, one must look beyond simple backtesting and consider other analyses like feature importance.

Structural breaks in financial markets refer to a shift from one type of market behavior to another, like from a mean-reverting to a momentum pattern.