Table 3.
Significant level of pairwise comparison
| Age Group | G1 ~ G2 | G1 ~ G3 | G1 ~ G4 | G2 ~ G3 | G2 ~ G4 | G3 ~ G4 |
|---|---|---|---|---|---|---|
| Prevalence (%) | 7.29 ~ 8.82 | 7.29 ~ 10.53 | 7.29 ~ 10.55 | 8.82 ~ 10.53 | 8.82 ~ 10.55 | 10.53 ~ 10.55 |
| P value (prevalence) | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | 0.97 |
| AUC (LR) |
0.759 [0.728–0.789] ~ 0.760 [0.750–0.770] |
0.759 [0.728–0.789] ~ 0.746 [0.731–0.760] |
0.759 [0.728–0.789] ~ 0.725 [0.713–0.736] |
0.760 [0.750–0.770] ~ 0.746 [0.731–0.760] |
0.760 [0.750–0.770] ~ 0.725 [0.713–0.736] |
0.746 [0.731–0.760] ~ 0.725 [0.713–0.736] |
| P value (LR) | 0.81 | 0.13 | < 0.001 | 0.022 | < 0.001 | 0.004 |
| AUC (SVM) |
0.767 [0.743–0.790] ~ 0.766 [0.753–0.780] |
0.767 [0.743–0.790] ~ 0.742 [0.729–0.756] |
0.767 [0.743–0.790] ~ 0.723 [0.702–0.744] |
0.766 [0.753–0.780] ~ 0.742 [0.729–0.756] |
0.766 [0.753–0.780] ~ 0.723 [0.702–0.744] |
0.742 [0.729–0.756] ~ 0.723 [0.702–0.744] |
| P value (SVM) | 0.10 | 0.005 | < 0.001 | 0.12 | < 0.001 | 0.06 |
| AUC (LB) |
0.750 [0.728–0.773] ~ 0.753 [0.733–0.772] |
0.750 [0.728–0.773] ~ 0.738 [0.727–0.750] |
0.750 [0.728–0.773] ~ 0.712 [0.701–0.724] |
0.753 [0.733–0.772] ~ 0.738 [0.727–0.750] |
0.753 [0.733–0.772] ~ 0.712 [0.701–0.724] |
0.738 [0.727–0.750] ~ 0.712 [0.701–0.724] |
| P value (LB) | 0.73 | 0.33 | 0.002 | 0.09 | < 0.001 | 0.009 |
| AUC (RF) |
0.784 [0.769–0.800] ~ 0.766 [0.754–0.777] |
0.784 [0.769–0.800] ~ 0.754 [0.741–0.768] |
0.784 [0.769–0.800] ~ 0.723 [0.709–0.737] |
0.766 [0.754–0.777] ~ 0.754 [0.741–0.768] |
0.766 [0.754–0.777] ~ 0.723 [0.709–0.737] |
0.754 [0.741–0.768] ~ 0.723 [0.709–0.737] |
| P value (RF) | 0.11 | 0.006 | < 0.001 | 0.11 | < 0.001 | 0.004 |
Abbreviation:AUC the area under the receiver operating characteristic curve for top-200 features with under-sampling, LR Logistic Regression, SVM Support Vector Machine, LB LogistBoost, RF Random Forest, G1 18–35 age group; G2 36–55 age group, G3 56–65 age group, G4 > 65 age group. P value in bold represents p < 0.05