Java! Cross Platform!

I've always heard that java is a cross Platform language. I perceive that a java program with JRE of its own can run on any OS.

If (query==false){

Then what does Cross Platform means.

}

else{

Base JRE is increasing the size of the program tremendously. How should I reduce it?

}