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Here are various schemes used to measure spam-filter accuracy. First, multiple-figure measurement schemes:

• FpFnPercentages: our favourite!
• BattingAverage: John Graham-Cumming's new system
• PredictiveValue: how the MDs do it
  

And single-figure measurements:

• TotalCostRatio: Ion Androutsopoulos' scheme