Performance comparison of three scaling algorithms in NMR-based metabolomics analysis

Unit variance (UV) scaling, mean centering (CTR) scaling, and Pareto (Par) scaling are three commonly used algorithms in the preprocessing of metabolomics data. Based on our NMR-based metabolomics studies, we found that the clustering identification performances of these three scaling methods were d...

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Detalles Bibliográficos
Autores principales: Liu, Xia, Fang, Yiqun, Ma, Haifeng, Zhang, Naixia, Li, Ci
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10044292/
https://www.ncbi.nlm.nih.gov/pubmed/36998512
http://dx.doi.org/10.1515/biol-2022-0556

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