With the following version of IntelliJ IDEA
...the only way to be able to execute
Hello application was
to move it to src/main/scala directory.
The menu item Run 'Hello' worked fine then. No need to
define a configuration - just right-click the object class and select the
menu item. It will then create an appropriate configuration.