Table 1 Means and standard deviations of C-index in pre-training and training phase
From: PathExpSurv: pathway expansion for explainable survival analysis and disease gene discovery
Dataset | Samples | Pre-training phase | Training phase |
|---|---|---|---|
BRCA | Training set | 93.66 ± 0.42 | 95.61 ± 0.39 |
|  | Testing set | 92.81 ± 2.13 | 93.02 ± 1.93 |
THCA | Training set | 98.64 ± 0.31 | 98.88 ± 0.30 |
|  | Testing set | 98.48 ± 3.25 | 98.99 ± 1.41 |
LGG | Training set | 90.17 ± 1.05 | 93.69 ± 0.78 |
|  | Testing set | 88.60 ± 3.61 | 88.34 ± 3.78 |