James R. Van Zandt said:> Matt Kettler <[EMAIL PROTECTED]> writes:
> 
> > Ahh, you are deceived by truncation. They actually can match one
> > nonspam and still be 0.000% because the nonspam corpus is > 100k
> > messages :)
> 
> I think that's a bug.  The output precision should be increased.

Probably a good idea for marginal cases.

> > If a given rule has 1 misplaced nonspam, it will outweigh 99 correctly
> > placed spam mails matching THAT RULE. Note that's not 1% of the
> > corpus, that's 1% of the overall for the rule.
> 
> I suggest cross-validation: Run the GA using half the corpus.  Using
> that set of scores, check the other half of the corpus.  Examine the
> FPs and FNs for misplacement.  Repeat starting with the other half of
> the corpus.  

We do. ;)

--j.


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