Table 3 STRAT cross-validation results
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 | 97 | 98.6 | 97.8 | 84.4 | 99.4 | 87.1 | 98.8 | 97.2 | 97.8 | 83.1 | 99.9 | 93.9 | 97.3 |
Accelerometer | 97.1 | 98.8 | 98.1 | 85 | 99.4 | 87.1 | 99.3 | 97.8 | 98.3 | 85.9 | 99.9 | 92.1 | 97.7 |