Evolving a Better Filter

SpamAssassin's scores are assigned using a genetic algorithm

Given a big corpus of mail, divided into known piles of spam and nonspam

Determine what tests each mail triggers and then "evolve" an efficient score set

Exactly the kind of problem a genetic algorithm is good at

Allows "shotgun" rules to be scored low, where they cannot do damage