Curve-Fitting

Definition

Curve-fitting is the trading-specific term for overfitting: tuning a strategy's parameters until it produces excellent backtest results on a specific historical window, at the cost of fitting historical noise rather than persistent market structure. Curve-fitted strategies almost always fail live.