Table 2.
Label accuracy (LA) and label error distance (LED) stands for the effectiveness of the ACL method.
| Label accuracy (LA) (%) | Label error distance (LED) | F1 using ground truth labels (%) | |
|---|---|---|---|
| Comparing with manual labeling | 65.89 | 2913.14 | 83.01 |
| Comparing with ACL 1st time | 83.44 | 1355.79 | 86.36 |
| Comparing with ACL 2nd time | 76.42 | 1887.31 | 84.40 |
| Comparing with ACL 3rd time | 76.42 | 1887.31 | 85.94 |
| Comparing with ACL 4th time | 76.15 | 1980.61 | 86.23 |
F1 scores using ground truth labels show that the ACL method can be used to correct false manual labeling.