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- Title
Bagging to improve the accuracy of a clustering procedure.
- Authors
Dudoit, Sandrine; Fridlyand, Jane
- Abstract
The microarray technology is increasingly being applied in biological and medical research to address a wide range of problems such as the classification of tumors. An important statistical question associated with tumor classification is the identification of new tumor classes using gene expression profiles. Essential aspects of this clustering problem include identifying accurate partitions of the tumor samples into clusters and assessing the confidence of cluster assignments for individual samples.
- Publication
Bioinformatics (Oxford, England), 2003, Vol 19, Issue 9, p1090
- ISSN
1367-4803
- Publication type
Journal Article
- DOI
10.1093/bioinformatics/btg038