Curve Fitting vs Overfitting

Cryptocurrency model optimization process where parameters are adjusted to match historical price patterns precisely, often capturing random noise rather than genuine trading logic, producing false backtest profitability.

Cryptocurrency trading model optimization to historical data that appears profitable in backtests but fails in live trading because parameters accidentally fit random noise rather than capturing genuine predictive patterns.