表 2. Performance of classification accuracy (%) of proposed method when one component is ablated.
消融实验中去除各个组件后模型的准确率(%)比较
| 方法 | 准确率 | 精确率 | 召回率 | F1分数 |
| 原方法 | 73.09 ± 11.19 | 73.38 ± 11.91 | 76.48 ± 12.32 | 74.14 ± 9.71 |
| 消融Ldisc | 69.46 ± 10.69 | 69.58 ± 10.01 | 71.18 ± 20.81 | 69.72 ± 17.68 |
| 消融Lcls | 69.83 ± 13.88 | 70.88 ± 13.73 | 71.16 ± 16.89 | 68.35 ± 13.62 |
| 消融局部准确率 | 72.73 ± 11.08 | 71.60 ± 11.21 | 79.72 ± 12.76 | 74.63 ± 9.50 |