Evolving a Better Filter

• SpamAssassin assigns scores using a genetic algorithm

  • Given a big collection of human-classified mail, determine what tests each mail triggers
  • Use this to "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