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Updated: Jul 28, 2025

Infinium Assay for Large-scale SNP Genotyping Applications
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使用种类信息SNP和基于全基因组序列数据和SNP芯片数据的机器学习进行品种识别

Changheng Zhao1, Dan Wang1, Jun Teng1

  • 1Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Tai'an, 271018, China.

Journal of animal science and biotechnology
|May 31, 2023
PubMed
概括

牛品种识别的最佳策略结合了综合品种信息SNP检测 (DFI) 和机器学习 (KSR) 方法,达到99%以上的准确性. SNP芯片数据提供了一种具有成本效益的替代方案,可以对序列数据提供最小的准确性损失.

关键词:
品种识别 品种识别提供品种信息的SNP.基因组品种组成 基因组品种组成机器学习是机器学习.整个基因组序列数据数据.

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