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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Bibliographic Details
Main Authors: Xueli Xu, Zhongming Xie, Zhenyu Yang, Dongfang Li, Ximing Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Genetics
Subjects:
microbiome data
dimension reduction
t-SNE
Aitchison distance
classification
Online Access: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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