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On optimal reject rules and ROC curves

Authors :
Santos-Pereira, Carla M.
Pires, Ana M.
Source :
Pattern Recognition Letters. May2005, Vol. 26 Issue 7, p943-952. 10p.
Publication Year :
2005

Abstract

Abstract: In this paper we make the connection between two approaches for supervised classification with a rejection option. The first approach is due to Tortorella and is based on ROC curves and the second is a generalisation of Chow’s optimal rule. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01678655
Volume :
26
Issue :
7
Database :
Academic Search Index
Journal :
Pattern Recognition Letters
Publication Type :
Academic Journal
Accession number :
17673199
Full Text :
https://doi.org/10.1016/j.patrec.2004.09.042