Table 3.
The Results for Drishti-GS1 Dataset
| Dataset | Original Data Used Volume | Autoencoder Enhancement | AUC (95% CI) | Sensitivity | Specificity |
|---|---|---|---|---|---|
| Drishti-GS1 | 100% | False | 0.67 (0.44, 0.97) | 0.93 (0.79, 1.00) | 0.40 (0.00, 1.00) |
| Drishti-GS1 | 100% | True | 0.77 (0.47, 1.00) | 0.93 (0.79, 1.00) | 0.60 (0.00, 1.00) |
AUC = area under the receiver operating characteristic curve; CI = confidence interval.