Small-Sample Error Estimation for Bagged Classification Rules

<p/> <p>Application of ensemble classification rules in genomics and proteomics has become increasingly common. However, the problem of error estimation for these classification rules, particularly for bagging under the small-sample settings prevalent in genomics and proteomics, is not w...

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Bibliographic Details
Main Authors: Vu TT, Braga-Neto UM
Format: Article
Language:English
Published: SpringerOpen 2010-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://asp.eurasipjournals.com/content/2010/548906