| PQ Event | Selected Feature | Validation Accuracy | Dimension |
| Sag | Min RMS, Max RMS, Max abs a9, Std d4. | 98.8% | 2600 × 4 |
| Swell | Min RMS, Max RMS, Std d9, Max abs d2. | 99.6% | 2600 × 4 |
| Harmonics | Std d8, Max abs d5. | 100% | 2600 × 2 |
| Interruption | Min RMS. | 100% | 2600 × 1 |
| Fluctuations | Min RMS, Max RMS, Max Abs a9, Std D8. | 99.7% | 2600 × 4 |