Table 3.
Multilocus interaction model by MDR method
Model | Training balanced accuracy | Testing balanced accuracy | p-value | Cross-validation consistency |
---|---|---|---|---|
rs684513 | 0.5098 | 0.4620 | 0.3922 | 4/10 |
rs1044396, rs684513 | 0.5203 | 0.4609 | 0.0944 | 4/10 |
rs1044396, rs16969968, rs684513 | 0.5317 | 0.4807 | 0.0065 | 6/10 |
rs1317286, rs1044396, rs16969968, rs684513 | 0.5476 | 0.4864 | <0.0001 | 10/10 |
MDR, multifactor dimensionality reduction