What is Walk-Forward?

Walk-Forward

A method of splitting data into earlier and later segments, setting rules on the earlier one and testing on the later one, and repeating this in time order. Every test happens on new data, which filters out overfitting. If performance varies widely from segment to segment, the rule works only in particular phases.