Table 3.
Error Analysis of the Most Confident 100 Correct Eye Diagnosis Predictions vs the Most Confident 100 Incorrect Eye Diagnosis Predictions
| IOP | Age | Myopia | Face | Family History | Diabetes | Hypertension | Gender | Left vs Right Eye | |
|---|---|---|---|---|---|---|---|---|---|
| High Confidence | 0.2922 | 0.138 | 0.0205 | 0.4182 | 0.0246 | 0.5264 | 0.0236 | 0.6662 | 1 |
Notes: Shown are the p-values associated with each clinical and demographic attribute. All comparisons are on test set predictions by the two-category classifier.