Table 4.
Summary of SNP – SNP interactions on the risk of colorectal cancer analyzed through MDR method.
Model | Training Bal. Acc. ( % ) | Testing Bal. Acc. ( % ) | CVC | OR (95% CI) | p |
---|---|---|---|---|---|
rs12412320 | 0.54 | 0.54 | 10/10 | 1.40 ( 1.13, 1.75 ) | 0.0025 |
rs12412320, rs11245008 | 0.54 | 0.53 | 5/10 | 1.42 ( 1.14, 1.77 ) | 0.0015 |
rs12412320, rs11245007, rs11245008 | 0.55 | 0.53 | 10/10 | 1.48 ( 1.20, 1.84 ) | 0.0003 |
MDR, multifactor dimensionality reduction; Bal. Acc., balanced accuracy; CVC, cross–validation consistency; OR, odds ratio; CI, confidence interval.
p values were calculated using Chi-square test, two sided.
Bold indicates statistical significance at P < 0.05.