TABLE 2.
Performance comparison of all models.
Method | AUC [95% CI] | Accuracy | Sensitivity | Specificity | Youden’s index |
---|---|---|---|---|---|
PRS | 0.56 [0.42; 0.81] | 0.60 | 0.62 | 0.56 | 0.21 |
Deep learning | 0.67 [0.47; 0.83] | 0.60 | 0.42 | 0.88 | 0.29 |
LASSO w/feature selection | 0.85 [0.72; 0.96] | 0.81 | 0.81 | 0.80 | 0.61 |
LASSO w/o feature selection | 0.51 [0.39; 0.63] | 0.62 | 0.87 | 0.09 | 0.12 |