On optimal reject rules and ROC curves

Journal article


Research Areas

Publication Details

Author list: Santos Pereira, C.M. e Pires, A.M
Publisher: Elsevier
Publication year: 2005
Journal: Pattern Recognition Letters (0167-8655)
Volume number: 26
Start page: 943
End page: 952
Number of pages: 10
ISSN: 0167-8655
Languages: English-Great Britain (EN-GB)


In this paper we make the connection between two approaches for
supervised classification with a rejectio option. The first approach is
due to Tortorella and is based on ROC curves and the second is a
generalisation of Chow's optimal rules.


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