Table 2. The metrics of all detection parameters to detect loitering trajectories (anomaly).
Detection params | Accuracy | Specificity | Precision * | F-Score | Undetected anomalies | False negative |
---|---|---|---|---|---|---|
TR | 0.87 | 0.84 | 0.60 | 0.70 | 4 | 14 |
TRE** | 0.92 | 0.92 | 0.72 | 0.81 | 2 | 9 |
F(c) | 0.95 | 1.00 | 0.78 | 0.88 | 0 | 7 |
F(c, h, d) | 0.93 | 0.96 | 0.75 | 0.84 | 1 | 8 |
Integrated*** | 0.97 | 0.96 | 0.89 | 0.92 | 1 | 3 |
Notes.
Negative precision.
The extended version of TR.
F(c) and F(c, h, d) weighted integration.