Identification of Predictor Genes for Feed Efficiency in Beef Cattle by Applying Machine Learning Methods to Multi-Tissue Transcriptome Data

Machine learning (ML) methods have shown promising results in identifying genes when applied to large transcriptome datasets. However, no attempt has been made to compare the performance of combining different ML methods together in the prediction of high feed efficiency (HFE) and low feed efficienc...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Weihao, Alexandre, Pâmela A., Ribeiro, Gabriela, Fukumasu, Heidge, Sun, Wei, Reverter, Antonio, Li, Yutao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921797/
https://www.ncbi.nlm.nih.gov/pubmed/33664767
http://dx.doi.org/10.3389/fgene.2021.619857