Re: Re: Error (signal 11) during auto-train

Brian Burton <[email protected]> Fri, 24 Feb 2006 10:52:52 -0500
Newsgroups gmane.mail.spam.spamprobe.general
Message-ID <[email protected]>
Graham Toal wrote:
> I almost despair of ever creating a completely clean test suite
> of any significant size.  Note that for a good testing regimen
> you need more than one corpus, so that you don't find yourself
> 'training the corpus'.  I.e. you may use one set for
> training, but you use a different set to measure the effectiveness
> of the training.  Anyone who has ever written a compiler will
> be intimately familiar with the problem here.

Yes I agree with that.  I've gone through mailboxes manually and had to 
make many passes to get them all right.  I have a test corpus that I 
think is pretty clean now but it's not based on recent email anymore so 
it's not perfect either.  One or two misclassifications in a test corpus 
can throw off the accuracy percentages fairly significantly.

I have been using a variation on the SA public corpus lately to get away 
from basing all of my tuning decisions on my own email.  I haven't 
manually classified those so I'm assuming they are all properly classified.

All the best,
++Brian


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