Deleting a candiddate will delete him from the pool. Here's how to do it.
In order to delete candidates:
This bulk action is very useful, however, if you want to delete just a single candidate, hover over that candidate's row, and a bunch of buttons will appear. Click on the following button in order to delete that candidate.