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Updated: May 28, 2025

A Protocol for Using Gene Set Enrichment Analysis to Identify the Appropriate Animal Model for Translational Research
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基因组最佳线性无偏预测和四种机器学习模型的性能比较,用于估计工作犬的基因组育种值

Joseph A Thorsrud1, Katy M Evans2,3, Kyle C Quigley2

  • 1Department of Animal Sciences, College of Agriculture and Life Sciences, Cornell University, 201 Morrison Hall, 507 Tower Road, Ithaca, NY 14853, USA.

Animals : an open access journal from MDPI
|February 13, 2025
PubMed
概括

基因组预测模型对导犬特征表现相似. 基因组最佳线性无偏预测 (GBLUP) 是最有效的,低密度SNP数据对基因组繁殖值有效.

关键词:
育种价值 育种价值 育种价值养狗养殖 养狗的方法极端的梯度增强了极端的梯度.遗传选择 遗传选择基因组学最好的线性无偏预测基因组预测 基因组预测机器学习模型机器学习模型多层感知器多层感知器随机的森林随机的森林支持矢量机器的支持矢量机器.

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