Eat what?
For me, too much food and I'll be seeing it again pretty quickly. As above, I won't eat anything major at least 1.5 or 2 hours before a decent run.
I often have a handfull or two of dried fruit just before going out though and on longer runs of an hour or more, I'll take some more fruit with me.