Genome-wide Association Studies (GWAS) are conducted to identify single nucleotide polymorphisms (variants) associated with a phenotype within specific population. These variants diseases have complex molecular aetiology which they cause the disease phenotype. The genotyping data generated from subjects of study is high dimensionality, challenge. problem that dataset has large number features a...