Jeff Mincy wrote:
>    From: Matt Kettler <mkettler...@verizon.net>
>    Date: Tue, 17 Mar 2009 21:30:02 -0400
>    
>    fl...@pbartels.info wrote:
>    > Hello,
>    >
>    > instead of disabling a lot possibly set message headers using
>    > "bayes_ignore_header" and ending up in strange configs like:
>    >
>    > bayes_ignore_header Return-Path
>    ...
>    > (found on the net)
>    Where?
>    >
>    > shouldn't SpamAssassins bayes mechanism just ignore the complete
>    > message header and just look at the body?
>    > This seems useful in my opinion.
>    It seems like a very misguided idea to me.
>    
>    Is there any reason to think headers make bad tokens?
>    Do you have any test data showing this improves your bayes accuracy?
>
> Yes - I think some headers make extremely bad tokens for bayes, for
> example the X-Mailer/User-Agent headers.   40% of the spam I get
> claims to  have Microsoft Outlook as a x-Mailer.   So bayes rapidly
> determines that *UAMicrosoft (etc) is an extremely strong token.
> These *UA tokens were enough to push a short ham message to BAYES_99.
> When I added an bayes_ignore_header the score dropped to ~BAYES_40
>   
That seems rather extraordinarily strange. Did the messages match no
other tokens at all?  (ie: did you run it through spamaassassin -D bayes
before and after?)

I'd be very interested in what's going on there, because it makes very
little sense unless the message really matched very, very little other
existing training.




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