Table 5 Machine learning prediction precision for treatment initiation
From: Predictive modeling of initiation and delayed mental health contact for depression
|  | Initiated Depression Treatment (n = 108,457) | No Depression Treatment (n = 18,966) |
|---|---|---|
True positive | 106,085 | 6301 |
False positive | 14,712 | 325 |
False Negative | 325 | 14,712 |
Precision | 0.87 | 0.95 |
Recall | 0.99 | 0.30 |
F-Measure | 0.93 | 0.46 |