Advanced spam filtering – spamassassin myql user preferences

I’ve recently changed the config of my spamassassin and just now noticed that the SPAM folder in my inbox is empty. So what has happened? When changing the config of spamassassin from file to database I only did the half thing. So spamassassin/amavis got stuck with a mixed config and did the default thing: delete spam immediatly. Although I don’t have missed a mail (at least I don’t know of any mail I missed) I prefer having spam mails put in the spam box over deleting them.
So here is the whole thing which I found at http://technology.mattrude.com:
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