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Robust penalized logistic regression with truncated loss functions

The penalized logistic regression (PLR) is a powerful statistical tool for classification. It has been commonly used in many practical problems. Despite its success, since the loss function of the PLR is unbounded, resulting classifiers can be sensitive to outliers. To build more robust classifiers,...

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Detalles Bibliográficos
Autores principales: Park, Seo Young, Liu, Yufeng
Formato: Artigo
Lenguaje:Inglês
Publicado: 2011
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3233197/
https://ncbi.nlm.nih.gov/pubmed/22162902
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cjs.10105
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