Purge File Rating -> File List

Hello,

is it possible to purge the file list?
There are a couple of unrecognized files which aren’t available anymore, so I would like to purge them (like with all the other lists) before checking it manually.
Or can I just delete all the unrecognized files and they’ll be added automatically?