Method | WSISA | Histopathological features | Histopathological + tissue area features |
---|---|---|---|
LASSO-Cox | 0.556 ± 0.073 | 0.679 ± 0.095 | 0.694 ± 0.095 |
RIDGE-Cox | 0.620 ± 0.054 | 0.656 ± 0.027 | 0.704 ± 0.028 |
EN-Cox | 0.612 ± 0.032 | 0.651 ± 0.050 | 0.683 ± 0.043 |
SSVM | 0.603 ± 0.075 | 0.657 ± 0.048 | 0.685 ± 0.037 |
RSF | 0.504 ± 0.053 | 0.615 ± 0.074 | 0.651 ± 0.046 |
GBRT | 0.498 ± 0.064 | 0.614 ± 0.036 | 0.621 ± 0.057 |