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Updated: Jan 15, 2026

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使用SNP数据进行快速驴品种分类的Boruta-SMOTE综合方法:解决高维度和小样本挑战

Chengyou Li1, Shixin Xu2, Dekui Li1,3

  • 1School of Computer Science, Liaocheng University, Liaocheng, China.

Biochemical genetics
|January 14, 2026
PubMed
概括

这项研究引入了一种结合Boruta和SMOTE的新方法,以应对基因组数据的挑战. 这种方法有效地减少了维度和平衡类,提高了遗传资源管理的分类准确性.

关键词:
波鲁塔 (Boruta) 是一个波鲁塔 (Boruta)机器学习 机器学习快速使用SNP数据对驴品种进行分类.在SMOTE中使用.

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