Table 2.
Performance indicators of the four models before mixed sampling.
| Method | Sen/Rec | Pre | F 1 | |||
|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 1 | 0 | 1 | |
| LR | 0.705 | 0.974 | 0.790 | 0.976 | 0.750 | 0.977 |
| RF | 0.795 | 0.989 | 0.845 | 0.990 | 0.824 | 0.989 |
| DBN | 0.757 | 0.980 | 0.825 | 0.984 | 0.795 | 0.977 |
| GcForest | 0.834 | 0.989 | 0.846 | 0.994 | 0.843 | 0.991 |