Back Up or Copy Your Mac OS X Mail Junk Mail Training Data
Like most modern email clients, Mac Mail includes a junk mail filter that can be trained for more accurate filtering. By clicking on a JUNK or NOT JUNK button the system "learns" what emails to move to your Junk folder, and which ones are legitimate. This is sometimes referred to as separating the SPAM from the HAM.
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