Table 2 Cut-point sensitivity, specificity, area under curve (AUC).
Method | Logistic regression | Neural network | Neuro-fuzzy technology | SVM | Random forest |
|---|---|---|---|---|---|
Specificity | 0.9 | 0.9 | 0.9 | 0.89 | 0.82 |
Sensitivity (95% CI) | 0.81 (0.7–0.89) | 0.81 (0.63–0.95) | 0.87 (0.72–0.95) | 0.82 | 0.86 |
p value | 1 | 0.077 | 1 | 0.18 | |
AUC (95% CI) | 0.94 (0.91–0.97) | 0.93 (0.9–0.97) | 0.94 (0.91–0.97) |
