An investigation of machine learning methods applied to genomic prediction in yellow-feathered broilers

An investigation of machine learning methods applied to genomic prediction in yellow-feathered broilers

Machine learning (ML) methods have rapidly developed in various theoretical and practical research areas, including predicting genomic breeding values for large livestock animals. However, few studies have investigated the application of ML in broiler breeding. In this study, seven different ML meth...

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Bibliographic Details
Main Authors: Bogong Liu, Huichao Liu, Junhao Tu, Jian Xiao, Jie Yang, Xi He, Haihan Zhang
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Poultry Science
Subjects:
Genomic prediction
Machine learning
Broiler
Genomic selection
Online Access:http://www.sciencedirect.com/science/article/pii/S0032579124010678
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