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Table 1 Summary of prediction results for SCCA and full SVD averaged over 13 leave-one-out-cross-validations

From: Genome-wide sparse canonical correlation of gene expression with genotypes

  Number of gene expressions selected Number of SNPs selected Average test sample correlation of canonical vectors
SCCA 83 66 0.1144
SVD 3554 2882 0.1384