Spaces & iTunes issue

Regardless of which "Space" I open the iTunes app in, it automatically flips to the upper right "Space". If I then move the window to one of the other 3 Spaces it will automatically revert to the upper right space if I minimize the window to the dock or just the window itself.

How can I keep the iTunes window in the "Space" I move it to without it reverting back?

Thanks!