Table 2 Precision and Accuracy of Final Model Using Test Set
From: Development of a machine learning-based acuity score prediction model for virtual care settings
| Â | Precision | Recall | F1 Score | Total Patients |
|---|---|---|---|---|
CTAS 1 | 0.00 | 0.00 | 0.00 | 2242 |
CTAS 2 | 0.79 | 0.32 | 0.46 | 167,815 |
CTAS 3 | 0.62 | 0.94 | 0.74 | 343,559 |
CTAS 4 | 0.46 | 0.14 | 0.21 | 86,933 |
CTAS 5 | 0.00 | 0.00 | 0.00 | 17,101 |
Accuracy | Â | Â | 0.63 | 617,650 |
Overall Average | 0.37 | 0.28 | 0.28 | 617,650 |
Weighted Average | 0.62 | 0.63 | 0.57 | 617,650 |