From: Behavioural compass: animal behaviour recognition using magnetometers
Sensor | Vigilance | Resting | Foraging | Running | Overall Accuracy (%) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sen. (%) | Spec. (%) | Prec. (%) | Sen. (%) | Spec. (%) | Prec. (%) | Sen. (%) | Spec. (%) | Prec. (%) | Sen. (%) | Spec. (%) | Prec. (%) | ||
Magnetometer | 95.2 ± 2.4 | 97.9 ± 1.9 | 95.2 ± 6.2 | 65.4 ± 25.9 | 98.9 ± 0.9 | 77.3 ± 31.1 | 98.4 ± 0.9 | 97.0 ± 1.2 | 95.5 ± 0.5 | 86.5 ± 3.7 | 100 ± 0.0 | 96.4 ± 3.4 | 96.0 ± 1.5 |
Accelerometer | 95.8 ± 2.8 | 98.4 ± 1.2 | 96.4 ± 4.5 | 71.4 ± 23.6 | 98.9 ± 1.2 | 81.1 ± 28.0 | 98.8 ± 1.0 | 97.4 ± 1.5 | 95.3 ± 7.0 | 86.3 ± 13.2 | 99.9 ± 0.1 | 89.1 ± 11.1 | 96.5 ± 1.8 |