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mAML: an automated machine learning pipeline with a microbiome repository for human disease classification

Due to the concerted efforts to utilize the microbial features to improve disease prediction capabilities, automated machine learning (AutoML) systems aiming to get rid of the tediousness in manually performing ML tasks are in great demand. Here we developed mAML, an ML model-building pipeline, whic...

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Detalhes bibliográficos
Publicado no:Database (Oxford)
Main Authors: Yang, Fenglong, Zou, Quan
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7316531/
https://ncbi.nlm.nih.gov/pubmed/32588040
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/database/baaa050
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