Table 3.
Results of MDR analysis
Number of the risk factors | Testing balanced accuracy | CVC | P-value* | |
---|---|---|---|---|
1 | B27 | 0.8381 | 9/10 | 0.0101 |
2 | B27, smoke | 0.8458 | 9/10 | 0.0107 |
3 | B27, rs30187, rs27044 | 0.8509 | 10/10 | 0.0130 |
4 | B27, smoke, rs30187, rs27044 | 0.8513a | 10/10 | 0.0016 |
5 | Smoke, rs30187, rs27044 | 0.3983 | 10/10 | 0.0210 |
6 | Smoke, rs30187 | 0.4447 | 8/10 | 0.6773 |
7 | Smoke | 0.5456 | 7/10 | 0.7032 |
The model with the maximum testing balnced accuracy and maximum CVC was considered as the best model
MDR multifactor dimensionality reduction, CVC cross validation consistency
*P-values were based on 1000 permutations
aThe best interaction model in MDR analysis