Table 5.
The Results for RIM-ONE Dataset
| Dataset | Original Data Used Volume | Autoencoder Enhancement | AUC (95% CI) | Sensitivity | Specificity |
|---|---|---|---|---|---|
| RIM-ONE | 100% | False | 0.88 (0.81–0.94) | 0.91 (0.79–1) | 0.85 (0.76–0.93) |
| RIM-ONE | 100% | True | 0.92 (0.86–0.97) | 0.91 (0.79–1) | 0.94 (0.88–0.99) |
AUC = area under the receiver operating characteristic curve; CI = confidence interval.