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
| Â | 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 |