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Bayesian Non-linear Support Vector Machine for High-Dimensional Data with Incorporation of Graph Information on Features

Support vector machine (SVM) is a popular classification method for analysis of high dimensional data such as genomics data. Recently a number of linear SVM methods have been developed to achieve feature selection through either frequentist regularization or Bayesian shrinkage, but the linear assump...

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Detalles Bibliográficos
Publicado en:Proc IEEE Int Conf Big Data
Main Authors: Sun, Wenli, Chang, Changgee, Long, Qi
Formato: Artigo
Idioma:Inglês
Publicado: 2020
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7243270/
https://ncbi.nlm.nih.gov/pubmed/32455423
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/bigdata47090.2019.9006473
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