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Principal weighted support vector machines for sufficient dimension reduction in binary classification

Sufficient dimension reduction is popular for reducing data dimensionality without stringent model assumptions. However, most existing methods may work poorly for binary classification. For example, sliced inverse regression (Li, 1991) can estimate at most one direction if the response is binary. In...

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Publicat a:Biometrika
Autors principals: Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen, Liu, Yufeng
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2017
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5793677/
https://ncbi.nlm.nih.gov/pubmed/29430027
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asw057
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