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Recap: A combined measure: F

  • Combined measure that assesses precision/recall tradeoff is F measure (weighted harmonic mean):

  • People usually use balanced F1 measure

    • i.e., with β = 1 or a= ½

  • Harmonic mean is a conservative average

    • See CJ van Rijsbergen, Information Retrieval

Speaker notes:

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