表 4.
使用单期相和多期相特征决策融合的性能比较
Comparison of the performance of models using single-phase feature decision fusion and multi-phase feature decision fusion
| Phase | Model | AUC | ACC | SEN | SPE |
| Fpha 1 | 0.703 | 0.685 | 0.773 | 0.595 | |
| Single-phase | Fpha 2 | 0.778 | 0.703 | 0.808 | 0.595 |
| Fpha 3 | 0.773 | 0.711 | 0.789 | 0.631 | |
| Fpha 4 | 0.773 | 0.730 | 0.788 | 0.667 | |
| Fpha 12 | 0.766 | 0.703 | 0.790 | 0.611 | |
| Fpha 13 | 0.776 | 0.721 | 0.807 | 0.630 | |
| Fpha 14 | 0.783 | 0.712 | 0.790 | 0.630 | |
| Fpha 23 | 0.807 | 0.757 | 0.842 | 0.667 | |
| Fpha 24 | 0.823 | 0.748 | 0.894 | 0.593 | |
| Multi-phase | Fpha 34 | 0.797 | 0.730 | 0.790 | 0.667 |
| Fpha 123 | 0.802 | 0.757 | 0.877 | 0.630 | |
| Fpha 124 | 0.810 | 0.766 | 0.877 | 0.648 | |
| Fpha 134 | 0.809 | 0.730 | 0.807 | 0.648 | |
| Fpha 234 | 0.832 | 0.766 | 0.860 | 0.667 | |
| Fpha 1234 | 0.828 | 0.766 | 0.877 | 0.648 |