On optimal reject rules and ROC curves

Detalhes bibliográficos
Autor(a) principal: Santos-Pereira, Carla
Data de Publicação: 2005
Outros Autores: Pires, Ana M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/11328/746
Resumo: 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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spelling On optimal reject rules and ROC curvesChow's rejection ruleDerivative of ROC curvesSupervised classificationOptimal decision-ruleRejection thresholdIn 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.2014-05-28T15:34:49Z2014-05-282005-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSantos-Pereira, C., & Pires, A.M. (2005). On optimal reject rules and ROC curves. Pattern Recognition Letters, vol. 26, 943-952. URI: http://hdl.handle.net/11328/746.http://hdl.handle.net/11328/746Santos-Pereira, C., & Pires, A.M. (2005). On optimal reject rules and ROC curves. Pattern Recognition Letters, vol. 26, 943-952. URI: http://hdl.handle.net/11328/746.http://hdl.handle.net/11328/746eng0167-8655Santos-Pereira, CarlaPires, Ana M.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-16T02:08:41Zoai:repositorio.upt.pt:11328/746Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:40:10.282857Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv On optimal reject rules and ROC curves
title On optimal reject rules and ROC curves
spellingShingle On optimal reject rules and ROC curves
Santos-Pereira, Carla
Chow's rejection rule
Derivative of ROC curves
Supervised classification
Optimal decision-rule
Rejection threshold
title_short On optimal reject rules and ROC curves
title_full On optimal reject rules and ROC curves
title_fullStr On optimal reject rules and ROC curves
title_full_unstemmed On optimal reject rules and ROC curves
title_sort On optimal reject rules and ROC curves
author Santos-Pereira, Carla
author_facet Santos-Pereira, Carla
Pires, Ana M.
author_role author
author2 Pires, Ana M.
author2_role author
dc.contributor.author.fl_str_mv Santos-Pereira, Carla
Pires, Ana M.
dc.subject.por.fl_str_mv Chow's rejection rule
Derivative of ROC curves
Supervised classification
Optimal decision-rule
Rejection threshold
topic Chow's rejection rule
Derivative of ROC curves
Supervised classification
Optimal decision-rule
Rejection threshold
description 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.
publishDate 2005
dc.date.none.fl_str_mv 2005-01-01T00:00:00Z
2014-05-28T15:34:49Z
2014-05-28
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Santos-Pereira, C., & Pires, A.M. (2005). On optimal reject rules and ROC curves. Pattern Recognition Letters, vol. 26, 943-952. URI: http://hdl.handle.net/11328/746.
http://hdl.handle.net/11328/746
Santos-Pereira, C., & Pires, A.M. (2005). On optimal reject rules and ROC curves. Pattern Recognition Letters, vol. 26, 943-952. URI: http://hdl.handle.net/11328/746.
http://hdl.handle.net/11328/746
identifier_str_mv Santos-Pereira, C., & Pires, A.M. (2005). On optimal reject rules and ROC curves. Pattern Recognition Letters, vol. 26, 943-952. URI: http://hdl.handle.net/11328/746.
url http://hdl.handle.net/11328/746
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0167-8655
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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