Table 3 Test results of the three integrated learning models
Model | Group | Precision | Recall | F1-score | Accuracy | AUC |
|---|---|---|---|---|---|---|
RF | Group0 | 0.97 | 0.98 | 0.97 | 0.977 | 1 |
Group 1 | 0.96 | 0.97 | 0.97 | 1 | ||
Group 2 | 0.99 | 0.98 | 0.98 | 1 | ||
LightGBM | Group 0 | 0.98 | 0.99 | 0.98 | 0.982 | 1 |
Group 1 | 0.98 | 0.96 | 0.97 | 1 | ||
Group 2 | 0.99 | 0.99 | 0.99 | 1 | ||
XGBoost | Group0 | 0.99 | 0.97 | 0.98 | 0.979 | 1 |
Group 1 | 0.96 | 0.97 | 0.96 | 1 | ||
Group 2 | 0.99 | 0.99 | 0.99 | 1 |