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VCF2PCACluster: a simple, fast and memory-efficient tool for principal component analysis of tens of millions of SNPs.

Weiming HeLian XuJingXian WangZhen YueYi JingShuaishuai TaiJian YangXiaodong Fang
Published in: BMC Bioinform. (2024)
Keyphrases
  • memory efficient
  • principal component analysis
  • external memory
  • low dimensional
  • dimension reduction
  • machine learning
  • feature extraction
  • discriminant analysis
  • principal components
  • multiple sequence alignment