Table 1:
Decision threshold and attained sensitivity and specificity from the training set and attained operating sensitivity and specificity in the test set, for the target operating point of target 95% sensitivity when using the linear discriminant analysis (LDA) and support vector machines (SVM) classifiers.
|
From the LDA classifier
Median [95% CI] |
From the SVM classifier
Median [95% CI] |
||
| From the training set | Decision threshold | 0.06 [0.04, 0.07] | 0.28 [0.23, 0.36] |
| Attained sensitivity | 0.949 [0.946, 0.957] | 0.949 [0.940, 0.960] | |
| On the test set | Attained operating sensitivity | 0.941 [0.908, 0.975] | 0.930 [0.875, 0.971] |
| Attained operating specificity | 0.390 [0.265, 0.516] | 0.418 [0.271, 0.573] | |