Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Fenglong, Zou, Quan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7316531/
https://www.ncbi.nlm.nih.gov/pubmed/32588040
http://dx.doi.org/10.1093/database/baaa050