Walk-Forward Analysis vs Walk-Forward Efficiency

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.

Ratio comparing cryptocurrency trading strategy out-of-sample walk-forward returns to in-sample backtest returns, measuring whether strategy maintains profitability on independent data or represents overfitting.