Classifier | SRCCA
TT
| SRCCA
WRST
| SRCCA
WLT
|
|---|
PCA | 1.7 × 10-13 | 4.7 × 10-12 | 1.4 × 10-10 |
PLS | 1.3 × 10-5 | 8.5 × 10-3 | 1.6 × 10-4 |
CCA | 6.8 × 10-7 | 5.4 × 10-6 | 2.1 × 10-7 |
RCCA | 3.4 × 10-9 | 1.8 × 10-9 | 3.6 × 10-16 |
- p-values for the twelve comparisons of every scheme in {PCA, PLSR, CCA, RCCA} to every scheme in {SRCCA
TT
, SRCCA
WRST
, SRCCA
WLT
} for fusing (ϕP, ϕM), (ϕP, ϕA), and (ϕP, ϕH) across d ∈ {1, 2, ...10} components, using two classifiers, ϕRF, with 50 trees, and leave-one-out validation to identify patients at the risk of biochemical recurrence from those who are not.
