Enhancing SVM for survival data using local invariances and weighting

BACKGROUND: The necessity to analyze medium-throughput data in epidemiological studies with small sample size, particularly when studying biomedical data may hinder the use of classical statistical methods. Support vector machines (SVM) models can be successfully applied in this setting because they...

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Detalles Bibliográficos
Autores principales: Sanz, Hector, Reverter, Ferran, Valim, Clarissa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236493/
https://www.ncbi.nlm.nih.gov/pubmed/32429884
http://dx.doi.org/10.1186/s12859-020-3481-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236493/
https://www.ncbi.nlm.nih.gov/pubmed/32429884
http://dx.doi.org/10.1186/s12859-020-3481-2

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