Research Article
Fault Identification of UHVDC Transmission Based on DF-AD and Ensemble Learning
Table 11
Identification results with data of different noise levels.
| Classifier | Without noise (%) | 20 db (%) | 30 db (%) |
| LightGBM | 94.92 | 91.43 | 93.65 | KNN | 96.82 | 93.97 | 94.92 | NB | 87.94 | 83.49 | 85.40 | Proposed | 99.05 | 96.51 | 98.41 |
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