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A methodology for mapping scores to probabilities

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2 Author(s)
Bouchaffra, D. ; Dept. of Comput. Sci., State Univ. of New York at Buffalo, Amherst, NY ; Govindaraju, V.

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. The authors draw on examples from handwritten word recognition to illustrate their point

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:21 ,  Issue: 9 )