Table 1 OS Training and validation accuracy using all selected features or without pulmonary features
OS status accuracy | Training cohort | Validation cohort | ||
|---|---|---|---|---|
All features | Without pulmonary features | All features | Without pulmonary features | |
AUC | 0.965 | 0.786 | 0.869 | 0.646 |
TNR (%) | 95.00 | 74.00 | 92.86 | 75.00 |
TPR (%) | 90.00 | 68.00 | 82.86 | 50.00 |
F1 score | 0.923 | 0.701 | 0.892 | 0.625 |
Average accuracy (%) | 92.50 | 71.00 | 87.86 | 62.50 |
Overall accuracy (%) | 92.50 | 71.00 | 85.71 | 57.14 |