Table 6.
Best model | Training accuracy (%) | Testing accuracy (%) | Cross‐validation consistency | χ2 | p‐value |
---|---|---|---|---|---|
rs2243250, rs2243283 | 55.5 | 50.5 | 5/10 | 5.223 | 0.022 |
rs2243250, rs2227284, rs2243283 | 57.6 | 56.4 | 10/10 | 14.607 | p < 0.000 |
rs2243250, rs2227284, rs2243283, rs2243289 | 58.0 | 56.7 | 9/10 | 16.652 | p < 0.000 |
MDR: Multifactor dimensionality reduction. The GenBank reference of IL‐4: NC_000005.10.
p‐values were calculated by Pearson χ2 test.