Maybe I just fed it better files back then or spam was more obvious back in the 
days ;-) 

Cheers,
Sebastian

> On 11.07.2014, at 20:15, "Angus McIntyre" <[email protected]> wrote:
> 
> Eric Shubert wrote:
>> P.S. Anyone else using DSPAM?
> 
> I set up DSPAM and have it running, but I haven't had much luck with it.
> 
> I have a vague memory of seeing someone claim that you could train DSPAM
> using only 'spam' samples (no 'ham'), so I fed it my entire spam archive
> for the month, with only a very small number of 'ham' examples.
> Afterwards, DSPAM decided that all email was spam. (Granted, that probably
> gives it a false-positive rate of about 3%, but still).
> 
> I then blew away its databases and tried to train it more selectively,
> letting it rate everything and forcing it to re-learn (as Spam) any
> messages that it had wrongly classified as Innocent. Unfortunately, I
> never seemed to be able to even "move the needle": feeding numerous
> samples of a highly-recognizable type of spam only reduced DSPAM's
> confidence that they were Innocent, but it never seemed to tip over into
> considering them Spam. I think the best that I ever got was a verdict that
> some particularly flagrant piece of spam was only Innocent with 60%
> probability.
> 
> I should work out a more intelligent training regime and see if I can't
> get it to behave as advertised, but for me it certainly hasn't been the
> 'out-of-the-box' spam-recognizing miracle that it has been for some
> people.
> 
> Angus
> 
> 
> 
> 
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