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Martin Radford writes:
>At Fri Oct 17 21:17:54 2003, Ben Wing wrote:
>> 
>> hi.  i just upgraded from 2.53 to 2.6 and i'm seeing something
>> rather odd about the Bayesian results: nearly every one is almost
>> exactly 0%, 50%, or 100%!  it's almost as if it's applying an
>> extreme rounding function to the actual result.  now, these are
>> turning out so far to be accurate, but i'm still highly distrustful
>> of such "perfect" results.  this clustering happened the instant i
>> upgraded spam assassin -- in fact, one of the first messages i sent
>> after this
>
>I found this when I first upgraded to one of the pre-releases of 2.60.
>The developers said that this was due to changing the method of
>calculating the Bayes score.  The newer code is much more likely to
>cluster around 0, 0.5, and 1.  I have seen a few messages outside
>those cluster areas, but not too many.  I've not seen any FPs, though.

If you're seeing FPs, it's strongly indicative of mistakes in the
training data -- spam trained as ham or vice-versa, I'm afraid ;)

- --j.
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