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Improving prediction accuracy of tumor classification by reusing genes discarded during gene selection

BACKGROUND: Since the high dimensionality of gene expression microarray data sets degrades the generalization performance of classifiers, feature selection, which selects relevant features and discards irrelevant and redundant features, has been widely used in the bioinformatics field. Multi-task le...

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Main Authors: Yang, Jack Y, Li, Guo-Zheng, Meng, Hao-Hua, Yang, Mary Qu, Deng, Youping
格式: Artigo
語言:Inglês
出版: BioMed Central 2008
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2386068/
https://ncbi.nlm.nih.gov/pubmed/18366616
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-9-S1-S3
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