Table 3 Data extraction agent performance as a multi-class classifier
Symptom category | Precision | Recall | F1-score |
|---|---|---|---|
Cognitive impairment | 0.77 (0.75, 0.78) | 0.82 (0.83, 0.84) | 0.79 (0.77, 0.81) |
Notice/Concern by others | 0.84 (0.83, 0.84) | 0.39 (0.37, 0.41) | 0.53 (0.52, 0.55) |
Requires assistance | 0.69 (0.67, 0.70) | 0.65 (0.63, 0.67) | 0.67 (0.65, 0.68) |
Physiological changes | 0.74 (0.73, 0.75) | 0.76 (0.74, 0.77) | 0.75 (0.73, 0.77) |
Neuropsychiatric symptoms | 0.78 (0.77, 0.80) | 0.83 (0.81, 0.85) | 0.8 (0.78, 0.82) |
Overall accuracy | Micro-average | 0.75 (0.73, 0.77) | |
Macro-average | 0.76 (0.74, 0.78) | ||
