For example, the most top selected SNPs in HGM-FS method in multiclass classifications come from gene “CTNNA3,” which is a protein-coding gene and is associated to late-onset Alzheimer's disease (Miyashita et al., 2007). This evidence concerns the gene CTNNA3 and early-onset autosomal dominant Alzheimer disease.