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This will be a page where I want to start working on new updated Bayesian filtering functionality. My very first plan is to create a new component, more flexible (for example multistate - not only bitwise spam/nospam results but also usable for mail classification, labeling etc.), using recent alghoritms. Then polish it, update Thunderbird to use it, move it to Toolkit and use it for Firefox (links prefetching, intelligent bookmarks etc.).

I started reading current implementation, and planning new classes. I will need a lot of help to properly implement this and to make it work good in Mozilla way.

If you're interesting in this subject, you'd like to help, or you're Mozilla dev and can give me a hand - sign in please :)


  • Autoorganizing bookmarks



SpamBayes Wiki
SpamBayes SF page
A Plan for Spam
Better Bayesian filtering
Mozilla Bayesian page
Wikipedia entry
Bayesian based chess alghoritm
Bayesian Filtering Class
Bayesian Filtering Library