A t-SNE Based Classification Approach to Compositional Microbiome Data

A t-SNE Based Classification Approach to Compositional Microbiome Data

As a data-driven dimensionality reduction and visualization tool, t-distributed stochastic neighborhood embedding (t-SNE) has been successfully applied to a variety of fields. In recent years, it has also received increasing attention for classification and regression analysis. This study presented...

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Detalles Bibliográficos
Autores principales: Xueli Xu, Zhongming Xie, Zhenyu Yang, Dongfang Li, Ximing Xu
Formato: Artículo
Lenguaje:English
Publicado: Frontiers Media S.A. 2020-12-01
Colección:Frontiers in Genetics
Materias:
microbiome data
dimension reduction
t-SNE
Aitchison distance
classification
Acceso en línea:https://www.frontiersin.org/articles/10.3389/fgene.2020.620143/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2020.620143/full

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