Table 3 Performance metrics reported as mean (standard deviation) over all the executions.
Models (N = 25) | Sensitivity/ Recall | Specificity | F1 score | Accuracy | Area under precision-recall curve |
|---|---|---|---|---|---|
Support Vector Machine | 0.52 (0.06) | 0.77 (0.03) | 0.31 (0.04) | 0.74 (0.03) | 0.29 (0.05) |
Logistic Regression | 0.60 (0.07) | 0.69 (0.02) | 0.30 (0.03) | 0.68 (0.02) | 0.28 (0.05) |
AdaBoost | 0.57 (0.11) | 0.69 (0.06) | 0.28 (0.03) | 0.68 (0.04) | 0.30 (0.07) |
IOP greater than 21 mm Hg | 0.25 | 0.93 | 0.28 | 0.86 |
