Table 2 Sensitivity and specificity estimators using the leaving-one-out method (LOO) on all-in NYU cohort with the 14 final features.
From: Derivation of an intrinsic brain activity biomarker for the earliest prediction of cognitive decline
Classifier | Sensitivity | Specificity | Accuracy | AUC |
|---|---|---|---|---|
Logistic regression | 0.78 | 0.81 | 0.80 | 0.90 |
Random forest | 0.81 | 0.82 | 0.82 | 0.91 |
Support vector machine | 0.78 | 0.83 | 0.81 | 0.90 |
