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Using machine learning to improve the accuracy of genomic prediction of reproduction traits in pigs

Xue Wang Shaolei Shi Guijiang Wang Wenxue Luo Xia Wei Ao Qiu Fei Luo Xiangdong Ding

畜牧与生物技术杂志(英文版)2022，Vol.13Issue(5)：1293-1304,12.

Using machine learning to improve the accuracy of genomic prediction of reproduction traits in pigs

Xue Wang ¹Shaolei Shi ¹Guijiang Wang ²Wenxue Luo ²Xia Wei ³Ao Qiu ¹Fei Luo ²Xiangdong Ding¹

作者信息

1. Key Laboratory of Animal Genetics and Breeding of Ministry of Agriculture and Rural Affairs,National Engineering Laboratory of Animal Breeding,College of Animal Science and Technology,China Agricultural University,Beijing,China
2. Hebei Province Animal Husbandry and Improved Breeds Work Station,Shijiazhuang,Hebei,China
3. Zhangjiakou Dahao Heshan New Agricultural Development Co.,Ltd,Zhangjiakou,Hebei,China
折叠

摘要

关键词

Genomic prediction/Machine learning/Pig/Prediction accuracy

Key words

Genomic prediction/Machine learning/Pig/Prediction accuracy

引用本文复制引用

Xue Wang,Shaolei Shi,Guijiang Wang,Wenxue Luo,Xia Wei,Ao Qiu,Fei Luo,Xiangdong Ding..Using machine learning to improve the accuracy of genomic prediction of reproduction traits in pigs[J].畜牧与生物技术杂志(英文版),2022,13(5):1293-1304,12.

基金项目

This work was supported by grants from the National Key Research and Development Project(2019YFE0106800),Modern Agriculture Science and Technology Key Project of Hebei Province(19226376D),China Agriculture Research System of MOF and MARA. （2019YFE0106800）

畜牧与生物技术杂志(英文版)

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ISSN：1674-9782

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