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The application of sparse estimation of covariance matrix to quadratic discriminant analysis
BACKGROUND: Although Linear Discriminant Analysis (LDA) is commonly used for classification, it may not be directly applied in genomics studies due to the large p, small n problem in these studies. Different versions of sparse LDA have been proposed to address this significant challenge. One implici...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4355996/ https://www.ncbi.nlm.nih.gov/pubmed/25886892 http://dx.doi.org/10.1186/s12859-014-0443-6 |