If you continue in Classic Era, nothing changes.
If you go to Burning Crusade Classic, pre-patch on May 19 takes you to version 2.5, in which the entire Honor system is revamped.
Anything you earn in pre-patch will still be yours after Outland content unlocks on June 2.