I tend to see meals as a time of camaraderie. I usually try my best to find somebody to eat with. If nobody I know is available, I'll go to a fast food place and people watch or stay at home and watch some TV.
Of course, I haven't ever really needed to eat alone in public. (Graduating from HS...