Table 3.
Comparison of classification result of different algorithms on testset.
| Method | AUC | Accuracy | F1-score |
|---|---|---|---|
| Mean teacher | 0.869 | 0.802 | 0.808 |
| ICT | 0.884 | 0.860 | 0.863 |
| VAT | 0.873 | 0.813 | 0.824 |
| Self-Trans | 0.940 | 0.860 | 0.850 |
| Our method | 0.932 | 0.901 | 0.897 |
Comparison of classification result of different algorithms on testset.
| Method | AUC | Accuracy | F1-score |
|---|---|---|---|
| Mean teacher | 0.869 | 0.802 | 0.808 |
| ICT | 0.884 | 0.860 | 0.863 |
| VAT | 0.873 | 0.813 | 0.824 |
| Self-Trans | 0.940 | 0.860 | 0.850 |
| Our method | 0.932 | 0.901 | 0.897 |