Risk groups | Indicators | KNN | SVM | XGBoost | RF | LR | DT |
---|---|---|---|---|---|---|---|
Low | Precision | 0.9 | 0.89 | 0.78 | 0.67 | 0.89 | 0.5 |
Recall | 0.9 | 0.8 | 0.7 | 0.8 | 0.8 | 0.3 | |
F1-score | 0.9 | 0.84 | 0.74 | 0.73 | 0.84 | 0.37 | |
Support | 10 | 10 | 10 | 10 | 10 | 10 | |
High | Precision | 0.86 | 0.75 | 0.62 | 0.6 | 0.75 | 0.36 |
Recall | 0.86 | 0.86 | 0.71 | 0.43 | 0.86 | 0.57 | |
F1-score | 0.86 | 0.8 | 0.67 | 0.5 | 0.8 | 0.44 | |
Support | 7 | 7 | 7 | 7 | 7 | 7 |