On optimal reject rules and ROC curves
Autor(a) principal: | |
---|---|
Data de Publicação: | 2005 |
Outros Autores: | |
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. |
id |
RCAP_53a4bcd2ff9959ba919df189a2296eba |
---|---|
oai_identifier_str |
oai:repositorio.uportu.pt:11328/746 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
|
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.2014-05-28T15:34:49Z2005-01-01T00:00:00Z2005info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://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:RCAAP2023-06-15T02:08:59ZPortal AgregadorONG |
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 2005 2014-05-28T15:34:49Z |
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 |
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 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
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 |
institution |
RCAAP |
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 |
|
repository.mail.fl_str_mv |
|
_version_ |
1777302547678101504 |