Table 5 Diagnostic efficiency of ensemble model for NACA using the test dataset of Dataset-1 from four distinct orientations
From: Intelligent screening of narrow anterior chamber angle based on portable slit lamp
Light band | Total | Success | Accuracy | Sensitivity | Specificity | F1 |
|---|---|---|---|---|---|---|
Horizontal and upper | 79 (eyes) | 77 (97.47%) | 0.84 | 0.90 | 0.82 | 0.76 |
Horizontal and lower | 78 (eyes) | 77 (98.72%) | 0.81 | 0.79 | 0.82 | 0.75 |
Vertical and nasal | 52 (eyes) | 43 (82.69%) | 0.81 | 0.74 | 0.88 | 0.78 |
Vertical and temporal | 47 (eyes) | 34 (72.34%) | 0.85 | 0.73 | 0.95 | 0.81 |
