How much time do you have before you actually ride? The longer the time before you go off (how long's the drive? how early do you plan on being there? etc.) the more you should eat. Eat enough that you feel full, but not stuffed.
How long is the event? If it is over 2 hours, you should bring some snacks with you to eat while you ride.
Good luck!