I login into my physical Red Hat machine with my account, from console, I switch to a new user account called "cobol" which I use to install Visual COBOL. I run xhost +, then under "cobol" account, I run eclipse as command to start Eclipse IDE.
What does your output window look like, Does it look like the pop-up Console on MS Windows?