On Wed, Jul 26, 2006 at 11:56:18AM -0400, Jim Maul wrote:
> Hurts more than it helps?  Probably not.  But it *does* cause weird 
> things like BAYES_80 being scored higher than BAYES_95.
> 
> body   Bayesian spam probability is 80 to 95%  BAYES_80  0 0 3.608 2.0
> body   Bayesian spam probability is 95 to 99%  BAYES_95  0 0 3.514 3.0

Well, it's weird to you because you see a connection between the Bayes
rules and probability.  The perceptron does not.  It simply sees different
rules with different hit rates, and scores them based essentially on
statistics.

http://wiki.apache.org/spamassassin/HowScoresAreAssigned talks about this.

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