Completely remove Eclipse from Ubuntu and its dependencies.

Open a terminal (Ctlr+alt+T) and type the following lines :

     sudo apt-get autoremove eclipse
     rm -r ~/.eclipse/

This will uninstall the dependencies too that were installed along with eclipse.