Cargando…
An Extension of PPLS-DA for Classification and Comparison to Ordinary PLS-DA
Classification studies are widely applied, e.g. in biomedical research to classify objects/patients into predefined groups. The goal is to find a classification function/rule which assigns each object/patient to a unique group with the greatest possible accuracy (classification error). Especially in...
Autores principales: | Telaar, Anna, Liland, Kristian Hovde, Repsilber, Dirk, Nürnberg, Gerd |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3569448/ https://www.ncbi.nlm.nih.gov/pubmed/23408965 http://dx.doi.org/10.1371/journal.pone.0055267 |
Ejemplares similares
-
Finding Biomarker Signatures in Pooled Sample Designs: A Simulation Framework for Methodological Comparisons
por: Telaar, Anna, et al.
Publicado: (2010) -
So you think you can PLS-DA?
por: Ruiz-Perez, Daniel, et al.
Publicado: (2020) -
Classification of Amazonian fast-growing tree species and wood chemical determination by FTIR and multivariate analysis (PLS-DA, PLS)
por: Javier-Astete, Rosario, et al.
Publicado: (2023) -
Metabonomics based NMR in Crohn's disease applying PLS-DA
por: Fathi, Fariba, et al.
Publicado: (2013) -
Classification and Authentication of Paprika by UHPLC-HRMS Fingerprinting and Multivariate Calibration Methods (PCA and PLS-DA)
por: Barbosa, Sergio, et al.
Publicado: (2020)