AI / Machine Learningintermediate
Walk-Forward Analysis
Definition
Walk-forward analysis is the formal evaluation framework around walk-forward testing — comparing in-sample versus out-of-sample performance ratios, identifying parameter instability, and producing a single 'walk-forward efficiency' figure that summarises robustness across the rolling-window simulation.