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So you think you can PLS-DA?
BACKGROUND: Partial Least-Squares Discriminant Analysis (PLS-DA) is a popular machine learning tool that is gaining increasing attention as a useful feature selector and classifier. In an effort to understand its strengths and weaknesses, we performed a series of experiments with synthetic data and...
Autores principales: | Ruiz-Perez, Daniel, Guan, Haibin, Madhivanan, Purnima, Mathee, Kalai, Narasimhan, Giri |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724830/ https://www.ncbi.nlm.nih.gov/pubmed/33297937 http://dx.doi.org/10.1186/s12859-019-3310-7 |
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