I agreed whole-heartedly with providing such a reason… and to give them the opportunity to edit their post.
Not being able to provide a reason would be akin to a teacher telling a pupil “you’re wrong” and not explaining why. But for spammers… no notifications.
Edit: I meant to include this link which is a discussion on this very same topic.