Introduced on day 2
Prediction horizon
How far ahead of the cutoff the predicted outcome lies, for example 14 days from the D-14 snapshot to departure.
In detail
Error usually grows with the horizon (Day 25). Features known in advance (calendar, schedule) can be used for the whole horizon; others stop at the cutoff.