I just did a google search and found that the National Weather Service, Accuweather and the Weather Channel define the chance of rain differently. Here's the link: http://blogs.wsj.com/numbersguy/deciphering-a-20-chance-of-rain-470/
It's an interesting, quick read.
It's an interesting, quick read.