On Monday 17 November 2003 01:29 pm, Bart Schaefer wrote:
> On Mon, 17 Nov 2003, Brian Godette wrote:
> > On Monday 17 November 2003 11:22 am, Bart Schaefer wrote:
> > > :0 c : $HOME/.sa$LOCKEXT
> > >
> > > * ^X-Spam-Checker-Version:.*-$SAVERSION
> > > * ^X-Spam-Status: Yes.*autolearn=ham
> > >
> > > | sa-learn --forget
> >
> > There's one problem with the above and that's spam that doesn't score
> > over the threshold and doesn't hit any rules auto-learning uses.
>
> That's not a problem with the above; it's a problem with auto-learning
> in general.  If you can't trust SA's scoring to differentiate ham/spam,
> you should turn autolearning off and always train by hand.
>

Which is effectively what I do, except I don't have to train a large portion 
of spam since it is handled automatically leaving only the spam that SA is 
unsure about and a good chunk of ham to go along with it (lists/personal/
etc). Even with doing this I have a few false negatives every day, but never 
have had a single false positive on anything other than a bounced joe-job 
spam which I remove before training.



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