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Towards multi-label classification: Next step of machine learning for microbiome research

Machine learning (ML) has been widely used in microbiome research for biomarker selection and disease prediction. By training microbial profiles of samples from patients and healthy controls, ML classifiers constructs data models by community features that highly correlated with the target diseases,...

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Detalles Bibliográficos
Autores principales: Wu, Shunyao, Chen, Yuzhu, Li, Zhiruo, Li, Jian, Zhao, Fengyang, Su, Xiaoquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131981/
https://www.ncbi.nlm.nih.gov/pubmed/34093989
http://dx.doi.org/10.1016/j.csbj.2021.04.054