Table 1.
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 |