Table 4.
Five-fold CV on 62 dimensional SM and 100 dimensional BM in DDR CCA analysis.
CCA 1 | CCA 2 | CCA 3 | |
---|---|---|---|
Mean VE (%) in held-in SM set (std) | 2.34 (0.50) | 2.13 (0.85) | 1.95 (0.84) |
Mean VE (%) in held-in BM set (std) | 0.23 (0.03) | 0.22 (0.03) | 0.22 (0.02) |
Mean VE (%) in CV SM set (std) | 2.80 (0.73) | 2.60 (0.85) | 2.37 (0.57) |
Mean VE (%) in CV BM set (std) | 0.63 (0.05) | 0.65 (0.09) | 0.65 (0.06) |
Mean canonical correlation for held-in set (std) | 0.662 (0.011) | 0.639 (0.016) | 0.611 (0.008) |
Mean canonical correlation for CV set (std) | 0.228 (0.037) | 0.108 (0.057) | 0.174 (0.039) |
Mean VE and canonical correlations are shown for the first 3 pairs of canonical variables with standard deviation (std) in brackets.