ShinyGS—a graphical toolkit with a serial of genetic and machine learning models for genomic selection: application, benchmarking, and recommendations

Genomic prediction is a powerful approach for improving genetic gain and shortening the breeding cycles in animal and crop breeding programs. A series of statistical and machine learning models has been developed to increase the prediction performance continuously. However, the application of these...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Le Yu, Yifei Dai, Mingjia Zhu, Linjie Guo, Yan Ji, Huan Si, Lirui Cheng, Tao Zhao, Yanjun Zan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-12-01
Subjects:	genomic prediction BLUP machine learning breeding graphical toolkit
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2024.1480902/full