Table 5. Detailed performance evaluation of the radiomic model.
| Index | Training cohort | Test cohort | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Precision | Recall | F1 | Support | Precision | Recall | F1 | Support | ||
| Mild lesions | 0.96 | 0.94 | 0.95 | 80 | 0.73 | 0.96 | 0.83 | 28 | |
| Moderate/severe lesions | 0.90 | 0.94 | 0.92 | 47 | 0.96 | 0.69 | 0.80 | 32 | |
| Accuracy | N/A | N/A | 0.94 | 127 | N/A | N/A | 0.82 | 60 | |
| Macro average | 0.93 | 0.94 | 0.93 | 127 | 0.84 | 0.83 | 0.82 | 60 | |
| Weighted average | 0.94 | 0.94 | 0.94 | 127 | 0.85 | 0.82 | 0.81 | 60 | |
N/A, not applicable.