Android library projects cannot be launched error

I am trying to create a project using the new Android app/plugin.

I get to the part where I start the emulator, then back out into eclipse. When i click the arrow next to the play button > run as > android application I get the following error:

Android library projects cannot be launched

What am i doing wrong? How can i rectify this?