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Comparison of models with different modules.
| Modeling | ACC | Pre | Rec | F1 |
|---|---|---|---|---|
| LightGBM | 87.82% | 87.40% | 93.35% | 90.27% |
| A1-LightGBM | 92.62% | 92.32% | 96.23% | 94.23% |
| A2-LightGBM | 90.83% | 90.45% | 95.24% | 92.79% |
| A1-A2-LightGBM | 95.08% | 94.80% | 97.51% | 96.14% |
The bold values represents the method we have proposed, and it is also the method that works best.
