| Sr. No. | Output features (Fault types) | Training Dataset | Testing Dataset | Total Dataset |
| 1 | Partial Discharge (PD) | 24 | 5 | 29 |
| 2 | Over Heating (OH) | 99 | 21 | 120 |
| 3 | Arcing (A) | 47 | 11 | 58 |
| 4 | Electrical &Thermal (E&T) | 9 | 3 | 12 |
| Total dataset | 179 | 40 | 219 | |