Table 3. Performance comparison at operating points corresponding to high sensitivity and specificity.
Classifier | Specificity (95% CI) | Sensitivity (95% CI) |
---|---|---|
LR | 0.311 (0.280, 0.330) | 0.275 (0.223, 0.364) |
NB | 0.229 (0.208, 0.248) | 0.205 (0.149, 0.258) |
mNB | 0.234 (0.213, 0.261) | 0.248 (0.187, 0.321) |
SVM | 0.290 (0.263, 0.313) | 0.315 (0.267, 0.377) |
cSVM | 0.368 (0.338, 0.398) | 0.335 (0.288, 0.399) |