Machine learning method is an important branch of genomic selection,and deep learn-ing has become a new research hotspot in the field of machine learning in recent years.The prin-ciples and application development of machine learning and deep learning genomic selection were introduced in this paper,and the research progress of deep learning genomic breeding value esti-mation from the aspects of model framework,model parameters,feature selection were elabora-ted.Some problems in deep learning genomic selection research were explored and prospects in the future were discussed.
关键词
全基因组选择/研究进展/机器学习/深度学习/原理与应用
Key words
genomic selection/research progress/machine learning/deep learning/principles and applications
维普
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