Table 1.
Performance of the Fault Specific End Models.
| Fault | Optimal Feature Subset Size | Fault Detection Rate | Accuracy | Latency (min) |
|---|---|---|---|---|
| 1 | 2 | 99.88 | 99.90 | 6 |
| 2 | 8 | 98.13 | 98.44 | 48 |
| 3 | 4 | 100.00 | 83.33 | 3 |
| 4 | 1 | 100.00 | 100.00 | 3 |
| 5 | 25 | 100.00 | 100.00 | 3 |
| 6 | 1 | 100.00 | 100.00 | 3 |
| 7 | 1 | 100.00 | 100.00 | 3 |
| 8 | 6 | 99.38 | 96.88 | 3 |
| 9 | 6 | 99.50 | 83.33 | 3 |
| 10 | 9 | 98.25 | 83.85 | 3 |
| 11 | 29 | 96.63 | 86.46 | 3 |
| 12 | 9 | 100.00 | 96.15 | 3 |
| 13 | 2 | 95.00 | 89.48 | 3 |
| 14 | 3 | 100.00 | 100.00 | 3 |
| 15 | 7 | 98.25 | 82.81 | 3 |
| 16 | 26 | 100.00 | 87.92 | 3 |
| 17 | 7 | 97.63 | 84.69 | 3 |
| 18 | 24 | 90.38 | 91.56 | 183 |
| 19 | 3 | 100.00 | 83.33 | 3 |
| 20 | 4 | 100.00 | 83.75 | 3 |
| 21 | 1 | 100.00 | 99.90 | 3 |