Research Progress in Machine Learning Genomic Selection
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.
genomic selectionresearch progressmachine learningdeep learningprinciples and applications
万方数据
维普
