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Sparse Partial Least Squares Classification for High Dimensional Data

Partial least squares (PLS) is a well known dimension reduction method which has been recently adapted for high dimensional classification problems in genome biology. We develop sparse versions of the recently proposed two PLS-based classification methods using sparse partial least squares (SPLS). T...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Chung, Dongjun, Keles, Sunduz
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Berkeley Electronic Press 2010
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC2861314/
https://ncbi.nlm.nih.gov/pubmed/20361856
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1544-6115.1492
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