Exploring SNP‐SNP interactions using random forests and association rules

The primary goal of genome-wide association studies (GWAS) is to discover genes or variants associated with complex diseases. Most GWAS use single nucleotide polymorphism (SNP) approaches that mainly focused on assessing the association between each individual SNP and disease; therefore they cannot take into account the combinations of SNPs.