Table 3.
Performance indicators of the four models after mixed sampling.
| Method | Sen/Rec | Pre | F 1 | |||
|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 1 | 0 | 1 | |
| LR | 0.863 | 0.980 | 0.871 | 0.983 | 0.868 | 0.980 |
| RF | 0.915 | 0.989 | 0.915 | 0.993 | 0.919 | 0.990 |
| DBN | 0.895 | 0.985 | 0.901 | 0.987 | 0.903 | 0.981 |
| gcForest | 0.939 | 0.987 | 0.940 | 0.994 | 0.936 | 0.993 |