dbacl

Bayesian text classifier for spam detection and categorization

brewmacoslinux

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Digramic Bayesian classifier

dbaclbayesolmailtoe

classify email as spam or ham$ dbacl -c spam -c ham < email.txt

train classifier on spam email samples$ dbacl -l spam -T email1.txt email2.txt email3.txt

measure similarity between text documents$ bayesol -c model1 -c model2 document.txt

filter and sort emails by predicted category$ mailtoe -l spam -l ham maildir/

predict document category with confidence scores$ dbacl -c news -c sports -d document.txt