 i believe the spamassassin maintainers have a scheme whereby the corpus of non spam is distributed ie several people have bodies of non spam that they use for collectively evolving the sa score set if that sounds vague it matches my level of understanding see if you can get a hold of that so we can do a level playing field competition guido van rossum home page URL 