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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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| Auteurs principaux: | , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Berkeley Electronic Press
2010
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| Sujets: | |
| Accès en ligne: | 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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