Table 6.
Metrics.
Setting 1 | Setting 2 | Setting 3 | |||||
---|---|---|---|---|---|---|---|
Training Dataset | Controlled | Controlled | Uncontrolled | ||||
Testing Dataset | Controlled | Uncontrolled | Uncontrolled | ||||
Accuracy | Precision | Accuracy | Precision | Accuracy | Precision | ||
Anomaly
Class |
No Anomaly | 0.9162 | 0.9268 | 0.7723 | 0.6895 | 0.9391 | 0.9016 |
Manhole | 0.9259 | 0.6842 | 0.8927 | 0.6429 | 0.9565 | 1 | |
Short Bump | 0.9552 | 0.5952 | 0.7723 | 0.3647 | 0.9217 | 0.8 | |
Long Bump | 0.9610 | 0.84 | 0.8665 | 0.1143 | 0.9478 | 1 | |
Other | 0.9766 | 0.7143 | 0.8219 | 0 | 0.9217 | 0.6786 | |
Overall | 0.7521 | 0.3623 | 0.8760 |