I had the same problem. I'm not sure how to fix this using the user interface, but you can directly edit the settings file to fix it:
Edit this file:
[WORKSPACE]/.metadata/.plugins/org.eclipse.core.runtime/.settings/com.tetrade.eclipse.plugins.easyshell.prefs
And add this:
targetPreference=gnome-terminal --working-directory\={1}
source share