Table 5.
The least square means of the classification performance of collar-fitted triaxial accelerometer sensor for the active, eating, and resting behaviors of cattle at different window sizes.
| Behavior | Precision | Sensitivity | F1 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 3 m | 4 m | 5 m | 3 m | 4 m | 5 m | 3 m | 4 m | 5 m | |
| Active | 56 b | 58 a | 60 a | 61 | 63 | 65 | 57 bc | 59 ab | 60 a |
| Eating | 48 b | 51 ab | 53 a | 36 ab | 38 a | 40 a | 39 | 42 | 43 |
| Resting | 49 ab | 51 ab | 52 a | 56 | 59 | 60 | 51 ab | 53 ab | 55 a |
Means with different superscripts a–c within a row per performance group differ (p < 0.05).