Table 1.
Performance evaluation of the two established models.
| Evaluation indicators | Microbiota composition | Gene functional composition | ||||
|---|---|---|---|---|---|---|
| BK | FK | VK | BK | FK | VK | |
| AUC | 0.9788 | 1 | 0.9771 | 0.9702 | 1 | 0.9741 |
| F1 | 0.9302 | 1 | 0.9362 | 0.9091 | 0.9859 | 0.8889 |
| Precise | 0.9524 | 1 | 0.9167 | 0.9091 | 0.9722 | 0.9091 |
| Recall | 0.9091 | 1 | 0.9565 | 0.9091 | 1 | 0.8696 |
| Macro F1 | 0.9558 | 0.9282 | ||||
| Micro F1 | 0.9625 | 0.9375 | ||||
| Weight F1 | 0.3209 | 0.3124 | ||||
| Sum recall | 0.9625 | 0.9375 | ||||
| Sum accuracy | 0.9625 | 0.9375 | ||||
BK, bacterial keratitis; FK, fungal keratitis; VK, viral keratitis.