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On optimal reject rules and ROC curves

Title
On optimal reject rules and ROC curves
Type
Article in International Scientific Journal
Year
2005
Authors
Carla M. Santos-Pereira
(Author)
FEUP
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Ana M. Pires
(Author)
Other
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Journal
Pages: 943-952
ISSN: 0167-8655
Publisher: Elsevier
Indexing
Publicação em ISI Web of Science ISI Web of Science
Publicação em Scopus Scopus
COMPENDEX
INSPEC
Scientific classification
FOS: Natural sciences
Other information
Abstract (EN): 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 Chows optimal rule. 
Language: English
Type (Professor's evaluation): Scientific
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