Research Article
Fault Diagnosis with Evolving Fuzzy Classifier Based on Clustering Algorithm and Drift Detection
Table 5
Fault detection performance with outliers presence.
| Scenario | Proposed | Lemos et al. [10] | POD (%) | POFA (%) | ACC (%) | POD (%) | POFA (%) | ACC (%) |
| Without outliers | 99.69 | 0.00 | 99.85 | 99.70 | 0.08 | 99.74 | With outliers | 99.68 | 0.02 | 99.83 | 99.79 | 0.96 | 99.66 |
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