Article
Genomic prediction of pig growth traits based on machine learning.
Yi chuan = Hereditas - 20 Oct 2023
Chen Dong, Wang Shu-Jie, Zhao Zhen-Jian, Ji Xiang, Shen Qi, Yu Yang, Cui Sheng-di, Wang Jun-Ge, Chen Zi-Yang, Wang Jin-Yong, Guo Zong-Yi, Wu Ping-Xian, Tang Guo-Qing
Abstract excerpt
This study aimed to assess and compare the performance of different machine learning models in predicting selected pig growth traits and genomic estimated breeding values (GEBV) using automated machine learning, with the goal of optimizing whole-genome evaluation methods in pig breeding. The research employed genomic information, pedigree matrices, fixed effects, and phenotype data from 9968 pigs across multiple...
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