in reply to perl module/program for binary classification

this is not much to go on. There is Algorithm::NaiveBayes, but as you can see from this page, it has been back-ported into AI::Categorizer. Therefore both use a Bayes Network for classification. Since 'features represented by numbers' could mean just about anything, since you don't define what the numbers (or combination of numbers) represent, it is hard to be more specific.

fnord

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