[spambayes-dev] ReleBayes - Food For Tought?
janne.sinkkonen at hut.fi
Tue May 18 06:35:14 EDT 2004
On Tuesday 18 May 2004 08:34, Eicker | eWerx!..communications° wrote:
> What's on my wish list now is "ReleBayes": I mean a filter that not
> only kills spam (that's SpamBayes) but a filter that sorts ham-mails
> by relevancy. It would be even easier for the user to use and even
> more powerful:
> - Relevancy should be learned when a user *replies* to an email. I
> believe you respond to 15-25% of your eMails only like I do.
I have done this, running two incarnations of spambayes (in Linux). I split
mail to two folders, one being for probably non-replied mail and one for
replied. This kind of works, at least well enough that I want to stick with
it. Implementation is simply enough - just run two spambayes with different
initialization files, and tune options to give different header names etc.
I agree that there is potential in automatic text analysis and classification.
Spambayes would be a good framework for trying various kind of
new probabilistic text analysis techniques (Latent Dirichlet Allocation,
multinomial PCA, etc.) with some kind of discriminative approach.
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