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Agitation Classification Accuracies for Dyad A.
| Total Number of Agitations (minutes): 36 (677) | Training | Testing | ||||
|---|---|---|---|---|---|---|
| Recall (%) | Precision (%) | F Score (%) | Recall (%) | Precision (%) | F Score (%) | |
| Audio (dB) | 81.8 | 87.0 | 84.31 | 83.0 | 86.2 | 84.57 |
| Light (lux) | 82.5 | 91.9 | 86.95 | 81.2 | 91.7 | 86.12 |
| Temperature (°K) | 81.3 | 94.8 | 87.51 | 81.5 | 94.1 | 87.34 |
| Humidity (%) | 82.6 | 92.4 | 87.25 | 80.2 | 92.4 | 85.85 |
| Air pressure (Pa) | 82.2 | 90.7 | 86.23 | 82.2 | 90.9 | 86.33 |
