| 模型名称 | Accuracy | F1-score | AUC |
| LightGBM | 0.8123 | 0.8441 | 0.8650 |
| KNN | 0.6073 | 0.7204 | 0.6838 |
| Logistic Regression | 0.7860 | 0.8172 | 0.7867 |
| Decision Tree | 0.7210 | 0.8172 | 0.7806 |
| Random Forest | 0.8018 | 0.8333 | 0.8593 |
| GBDT | 0.7968 | 0.8226 | 0.8637 |