Switching class labels to generate classification ensembles

This is the author’s version of a work that was accepted for publication in Pattern Recognition. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may ha...

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Detalhes bibliográficos
Autores: Martínez Muñoz, Gonzalo, Suárez González, Alberto
Formato: artículo
Fecha de publicación:2005
País:España
Recursos:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/664131
Acesso em linha:http://hdl.handle.net/10486/664131
https://dx.doi.org/10.1016/j.patcog.2005.02.020
Access Level:acceso abierto
Palavra-chave:Bagging
Boosting
Classification
Decision tree
Ensemble methods
Informática
Descrição
Resumo:This is the author’s version of a work that was accepted for publication in Pattern Recognition. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Pattern Recognition 38.10 (2005): 1483 – 1494, DOI: 10.1016/j.patcog.2005.02.020