Complexity Creep vs Curve Fitting

Gradual accumulation of unnecessary indicators, parameters, and trading rules that progressively complicates strategy logic without improving actual performance, typically caused by overfitting to historical data.

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.