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Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

High dimensional classification problems are prevalent in a wide range of modern scientific applications. Despite a large number of candidate classification techniques available to use, practitioners often face a dilemma of choosing between linear and general nonlinear classifiers. Specifically, sim...

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Detalhes bibliográficos
Publicado no:Stat Anal Data Min
Main Authors: Chen, Guanhua, Liu, Yufeng, Shen, Dinggang, Kosorok, Michael R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4912001/
https://ncbi.nlm.nih.gov/pubmed/27326311
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11300
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