Out-of-bag estimation of the optimal sample size in bagging
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...
| Authors: | , |
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| Format: | article |
| Publication Date: | 2010 |
| Country: | España |
| Institution: | Universidad Autónoma de Madrid |
| Repository: | Biblos-e Archivo. Repositorio Institucional de la UAM |
| Language: | English |
| OAI Identifier: | oai:repositorio.uam.es:10486/664127 |
| Online Access: | http://hdl.handle.net/10486/664127 https://dx.doi.org/10.1016/j.patcog.2009.05.010 |
| Access Level: | Open access |
| Keyword: | Bagging Bootstrap sampling Decision trees Ensembles of classifiers Optimal sampling ratio Subagging Subsampling Informática |
| Summary: | 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 43.1 (2010): 143 – 152 , DOI: 10.1016/j.patcog.2009.05.010 |
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