Gene–gene interactions | Training balancing accuracy | Testing accuracy | OR (95% CI) | P-value | Cross-validation consistency | |
---|---|---|---|---|---|---|
2 | rs41494349&rs2306862 | 0.556 | 0.525 | 0.894 (0.319,2.509) | 0.095 | 8/10 |
rs41494349&rs2302685 | 0.550 | 0.491 | 1.571 (0.924,2.672) | 0.095 | 9/10 | |
rs41494349&rs10743980 | 0.589 | 0.486 | 0.823 (0.405,1.673) | 0.671 | 9/10 | |
rs2306862&rs2302685 | 0.535 | 0.492 | 2.478 (0.274,22.419) | 0.419 | 9/10 | |
rs2306862&rs10743980 | 0.593 | 0.547 | 1.462 (1.128,1.895) | 0.004** | 9/10 | |
rs2302685&rs10743980 | 0.601 | 0.571 | 0.917 (0.329,2.557) | 0.869 | 10/10 | |
3 | rs41494349&rs2302685&rs10743980 | 0.627 | 0.475 | 1.504 (1.092,2.073) | 0.013* | 10/10 |
rs41494349&rs2306862&rs2302685 | 0.552 | 0.521 | 0.458 (0.060,3.513) | 0.452 | 10/10 | |
rs2306862&rs2302685&rs10743980 | 0.579 | 0.567 | 0.504 (0.800,3.167) | 0.465 | 9/10 | |
4 | rs10743980&rs2302685&rs2306862&rs41494349 | 0.624 | 0.531 | 2.763 (0.493,15.506) | 0.248 | 10/10 |