Going full screen seemed to crash my game so I came here to the forum to find some solutions. Sadly the solution with the registry keys didn't work. I found the solution however. I figured out it was not the game's fault but the application Java.
You have to update Java by going to www.java.com
This fixed my problem
It's already in the sticky, but good suggestion nonetheless