After you do the uninstall, the components (BES, MDS-CS, Collaboration, etc) will still appear in BAS. If you are going to re-install using the same server name then you can leave them otherwise delete them.
See
KB20515-How to remove decommissioned BlackBerry Enterprise Servers from the BlackBerry Administration Service console