Curve Fitting vs In-Sample 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.

Historical cryptocurrency price data used to optimize trading model parameters and conduct backtesting, distinguishing from independent out-of-sample data reserved for unbiased strategy validation.