Classifier | SRCCA
TT
| SRCCA
WRST
| SRCCA
WLT
|
|---|
PCA | 5.9 × 10-10 | 9.0 × 10-09 | 4.7 × 10-8 |
PLS | 6.0 × 10-7 | 9.2 × 10-5 | 2.2 × 10-6 |
CCA | 3.0 × 10-8 | 1.3 × 10-6 | 4.0 × 10-9 |
RCCA | 4.0 × 10-10 | 4.5 × 10-10 | 7.1 × 10-11 |
- 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, ϕKNN, with K = 1, and leave-one-out validation to identify patients at the risk of biochemical recurrence from those who are not.
