Table 4 Validation and evaluation indicators of the screening model in training and validation data
Indicators | Training data | Validation data |
|---|---|---|
Sensitivity | 66.45 (64.33, 68.57) | 66.03 (64.30, 67.77) |
Specificity | 64.26 (59.61, 68.91) | 63.88 (61.56, 66.20) |
False positive rate (FPR) | 35.74 (31.09, 40.39) | 36.12 (33.80, 38.44) |
False negative rate (FNR) | 33.55 (31.43, 35.67) | 33.97 (32.23, 35.70) |
Positive predictive value (PPV) | 19.90 (18.43, 21.38) | 19.57 (18.94, 20.20) |
Negative predictive value (NPV) | 93.50 (93.16, 93.85) | 93.40 ((93.26, 93.54) |
Youden Index (YI) | 30.71 (27.36, 34.06) | 29.91 (28.96, 30.86) |
Accuracy (ACC) | 64.53 (60.61, 68.44) | 64.13 (62.27, 65.99) |
Area under curve (AUC) | 70.53 (68.98,72.08) | 68.48 (61.57, 75.39) |