Table 5.
Confusion Matrices.
| Setting 1 | Setting 2 | Setting 3 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Recognised Anomaly Class | |||||||||||||||||
| No Anomaly (0) | Manhole (1) | Short Bump (2) | Long Bump (3) | Other (4) | No Anomaly (0) | Manhole (1) | Short Bump (2) | Long Bump (3) | Other (4) | No Anomaly (0) | Manhole (1) | Short Bump (2) | Long Bump (3) | Other (4) | |||
|
Confusion
Matrix |
Actual
Anomaly Class |
No Anomaly (0) | 342 | 4 | 10 | 1 | 1 | 55 | 0 | 0 | 0 | 1 | 171 | 0 | 5 | 5 | 0 |
| Manhole (1) | 16 | 26 | 2 | 5 | 3 | 4 | 10 | 0 | 0 | 1 | 16 | 9 | 17 | 3 | 0 | ||
| Short Bump (2) | 5 | 0 | 25 | 1 | 0 | 2 | 0 | 12 | 0 | 4 | 23 | 1 | 31 | 9 | 0 | ||
| Long Bump (3) | 5 | 4 | 3 | 42 | 0 | 0 | 0 | 3 | 1 | 3 | 9 | 1 | 10 | 4 | 0 | ||
| Other (4) | 1 | 4 | 2 | 1 | 10 | 0 | 0 | 0 | 0 | 19 | 29 | 3 | 22 | 14 | 0 | ||
| Score | 0.8674 | 0.5628 | 0.8434 | ||||||||||||||