Well I have not been able to find anything to figure this out. Many have had a problem in the past with Avast putting non-spam in the Outlook Junk folder, but not with Avast marking a message as spam, but then not moving it to junk. I checked all the settings again and I can't see anything I have wrong. Plus, it worked fine before I installed Internet Security. Odd.