A Methodology for Mapping Scores to Probabilities

  • Authors:
  • Djamel Bouchaffra;Venu Govindaraju;Sargur Srihari

  • Affiliations:
  • State Univ. of New York at Buffalo, Amherst;State Univ. of New York at Buffalo, Amherst;State Univ. of New York at Buffalo, Amherst

  • Venue:
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Year:
  • 1999

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Abstract

This paper describes the derivation of probability of correctness from scores assigned by most recognizers. Derivation of probability values puts the output of different recognizers on the same scale; this makes comparison across recognizers trivial.