Table 6. MDR analysis for the GDM risk prediction.
Best model | Training balanced accuracy | Testing balanced accuracy | CVC | λ² | P |
---|---|---|---|---|---|
1 | 0.542 | 0.531 | 10/10 | 8.91 | 0.003 |
1, 2 | 0.555 | 0.552 | 10/10 | 17.62 | <0.001 |
1, 2, 3 | 0.574 | 0.540 | 10/10 | 27.04 | <0.001 |
Labels: 1. rs2134095; 2. rs100537; 3. rs4842194.
P-value for 1000-fold permutation test.
The best model was selected as the one in boldface with the maximum prediction precision and CVC.