IF this happens, do the following:
Before you hit "GO", move the training screen a bit by grabbing the title bar with the mouse, holding down the left mouse button, and slide so the screen moves a little bit.
Then, it will not disappear when you press GO.
This is due to a bug in Windows that thinks it "remembers" that the training screen is supposed to be minimized.
It is fixed in 3.2 and later software.