What is Walk-Forward Analysis?

워크포워드 분석

A method that splits data into several segments and repeatedly rolls forward, setting rules on an earlier segment and testing them on the next. Each test segment is new data that was not used in setting the rules, which filters out overfitting. If performance varies widely from segment to segment, the rule works only in particular phases.