Table 2.
Misclassification matrix.
| True label | Correct prediction | Misclassification | ||
|---|---|---|---|---|
| Most common | 2nd most common | 3rd most common | ||
| Incision | 91.67% | Viscous inj. (8.3%) | – | – |
| Viscous agent injection | 80.77% | Incision (7.69%) | Capsule polishing (7.69%) | Hydrodissection (3.85%) |
| Rhexis | 53.85% | Viscous injection (30.77%) | Hydrodissection (7.69%) | Phacoemulsification (7.69%) |
| Hydrodissection | 100.00% | – | – | – |
| Phacoemulsification | 92.31% | Hydrodissection (7.69%) | – | – |
| Irrigation & aspiration | 68.75% | Capsule polishing (12.5%) | Phacoemulsification (12.5%) | Viscous removal (6.25%) |
| Capsule polishing | 71.43% | Viscous injection (14.29%) | Incision (7.14%) | Phacoemulsification (7.14%) |
| Lens implantation | 75.00% | Tonifying (16.67%) | Viscous injection (8.33%) | – |
| Viscous agent removal | 76.92% | Irrigation (23.08%) | – | – |
| Tonifying & antibiotics | 84.62% | Capsule polishing (15.38%) | – | – |