Dataset (Ï•P, Ï•J) | PCA | PLSR | SRCCA
TT
| SRCCA
WRST
| SRCCA
WLT
|
---|
(Ï•P, Ï•M) | 68% | 57% | 80% | 79% | 79% |
(Ï•P, Ï•A) | 63% | 47% | 74% | 68% | 74% |
(Ï•P, Ï•H) | 53% | 53% | 74% | 74% | 74% |
- Classification accuracies obtained for fusing (Ï•P, Ï•M), (Ï•P, Ï•A), and (Ï•P, Ï•H), with CCA, RCCA, SRCCA
TT
, SRCCA
WRST
, and SRCCA
WLT
using the top d = 3 components, using Ï•KNNwith K = 1 neighbor and leave-one-out validation to identify patients at the risk of biochemical recurrence from those who are not.