Table 2.
The performance of different models
| Model | Training set | Test set | ||
|---|---|---|---|---|
| Sensitivity | Specificity | Sensitivity | Specificity | |
| Methylation | 0.667 (0.59–0.736) | 0.802 (0.732–0.859) | 0.776 (0.634–0.874) | 0.609 (0.456–0.741) |
| Protein | 0.858 (0.794–0.905) | 0.802 (0.732–0.859) | 0.837 (0.706–0.923) | 0.739 (0.588–0.851) |
| Methylation & protein | 0.907 (0.853–0.946) | 0.802 (0.732–0.859) | 0.878 (0.757–0.945) | 0.717 (0.566–0.83) |
| Radiomics | 0.832 (0.763–0.885) | 0.8 (0.711–0.871) | 0.714 (0.572–0.83) | 0.826 (0.686–0.919) |
| Methylation & radiomics | 0.902 (0.84–0.942) | 0.8 (0.711–0.871) | 0.776 (0.634–0.874) | 0.848 (0.717–0.927) |
| Protein & radiomics | 0.944 (0.893–0.974) | 0.8 (0.711–0.871) | 0.816 (0.685–0.903) | 0.848 (0.717–0.927) |
| Methylation & protein & radiomics | 0.958 (0.91–0.982) | 0.8 (0.711–0.871) | 0.837 (0.706–0.923) | 0.826 (0.686–0.919) |