And do it quickly. I ran into a problem where I had already checked in and the flight was delayed for 8 hours (UA, of course). I bolted for Southwest and was only a couple hours late.
Once you've checked in on an e-ticket and consequently do not fly, you have a certain window of 24 or 48 hours before your monies go to never-never land.