Can I bulk-delete SPAM comments?

I've just installed Spam Stopper on my site, but not until after receiving thousands of spam comments.
Deleting comments via the WP dashboard is very tedious and time consuming. Any way to permanently delete them in bulk?
Thanks, Frank