As long as the core isn't too bitter (and I'm not in an inappropriate setting) I like to eat the entire apple, core and all.

I figure the roughage can only help in the fight against bowel cancer.
Of course half of my apple intake would be through platters or buffets so the above naughtiness doesn't apply most of the time.