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A Methodology for Mapping Scores to Probabilities
September 1999 (vol. 21 no. 9)
pp. 923-927

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.

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Index Terms:
Recognizer, reestimation methods, feature space, classifier, probability.
Djamel Bouchaffra, Venu Govindaraju, Sargur Srihari, "A Methodology for Mapping Scores to Probabilities," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, no. 9, pp. 923-927, Sept. 1999, doi:10.1109/34.790432
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