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Testing a Spam Filter

  • Use the SpamAssassin test set*
  • 4147 messages (1400 spam, remainder good)
  • Shuffle ten times to form 10 “stock” runs
  • Reset learning after each stock run
  • Each method sees the same 10 stock runs
  • Reserve final 500 messages of each run as the “test set”