A WordPress spam comment is a comment that you (or a plugin like Akismet) have marked as spam.
You can either use our plugin Advanced Database Cleaner to clean-up these spam comments or execute the following SQL code (which is used by the plugin) directly via your phpMyAdmin:
DELETE FROM comments WHERE comment_approved = 'spam'