Simon Byrnand said:

> >   - for spam, must have 3 head hits and 3 body hits
> 
> Why ? This seems a bit arbitrary to me. Either we trust the scoring or we 
> don't :) What is magic about 3 in particular ?

Yeah, not sure myself.  if I recall correctly it gave a stronger
statistical basis to ensure we avoided FPs. (tested by Ed Allen Smith)

> >add this one:
> >
> >   - previous hits must be < bayes_auto_learn_threshold_nonspam or
> >     > bayes_auto_learn_threshold_spam
> 
> Hmm, well for starters that would prevent whitelisted spam (such as spam on 
> this list when people have the list whitelisted) from being autolearnt, and 
> depending on your point of view that could be a good thing or a bad thing....

Good thing ;)

Auto-learning has to be totally trustworthy - *no* FPs or FNs as much as
possible.  If we miss a bit of spam/ham, c'est la vie -- there's always
plenty more and it'll get enough training, eventually.   More important is
that it has to work unsupervised.

(Supervised auto-learning BTW, as I posted, is easy and can be implemented
in the procmailrc.  Hence SpamAssassin's auto-learning's emphasis on
the _unsupervised_ variety.)

--j.


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