MsBeverlyHills is right on.
I know lots of wrestlers who used to wear special rubber suits or even trash bags and run around to lose lots of weight on the day before weigh-in. However, it was ALL water weight, and it's very dangerous to do that, so it was banned by the league they were in (the school region I guess).