Table 4.
The F1-score of different ratios for dividing the dataset for selecting the (laboratory test, type) pairs and doing prediction
| Prediction Time | 8:2 ratio | 5:5 ratio |
|---|---|---|
| AKI_Time-0 | 0.875 | 0.854 |
| AKI_Time-1 | 0.759 | 0.752 |
| AKI_Time-2 | 0.695 | 0.696 |
| AKI_Time-3 | 0.654 | 0.649 |
| AKI_Time-4 | 0.659 | 0.66 |
| AKI_Time-5 | 0.646 | 0.645 |