Table 2. Results of training sets and validation sets.
Evaluation indicators | Training set | Validation set |
---|---|---|
AUC (95% CI) | 0.980 (0.973–0.989) | 0.983 (0.904–1.000) |
HBP | ||
Precision (95% CI) | 0.930 (0.898–0.967) | 0.931 (0.778–1.000) |
Recall (95% CI) | 0.932 (0.909–0.960) | 0.930 (0.750–1.000) |
F1-score (95% CI) | 0.931 (0.910–0.953) | 0.927 (0.800–1.000) |
Non-HBP | ||
Precision (95% CI) | 0.972 (0.956–0.983) | 0.959 (0.818–1.000) |
Recall (95% CI) | 0.971 (0.957–0.985) | 0.959 (0.800–1.000) |
F1-score (95% CI) | 0.971 (0.962–0.979) | 0.958 (0.842–1.000) |
AUC, area under the receiver operating characteristic curve; CI, confidence interval; HBP, high blood pressure.