The model performance of ECcSMOTE II
| Total (%) | Red (%) | Orange (%) | Yellow (%) | Green (%) | |
| Accuracy | 99.05 | – | – | – | – |
| Precision | – | 100 | 98.10 | 92.73 | 100 |
| Recall | – | 100 | 100 | 98.08 | 95.33 |
| F1 score | – | 100 | 99.04 | 95.33 | 96.00 |
ECcSMOTE II was the model labelled by ECode II with SMOTE algorithm and their input variables included general patient information.
SMOTE, synthetic minority oversampling technique.