| SVM Classifier | Sigma | C | Validation Accuracy |
| 1. Sag | 2 | 4000 | 98.8% |
| 2. Swell | 2 | 1000 | 99.6% |
| 3. Harmonics | 3.5 | 3000 | 100% |
| 4. Interruption | 1e−5 | 50 | 100% |
| 5. Fluctuations | 4 | 500 | 99.7% |