Curve Fitting vs Walk-Forward Analysis

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 strategy validation methodology repeatedly training models on rolling historical windows, testing on subsequent independent periods, accumulating comprehensive out-of-sample evidence of strategy viability.