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. 2023 Sep 25;9:e1572. doi: 10.7717/peerj-cs.1572

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(chd) 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(chd) weighted integration.