APOE and Alzheimer disease: Besides the cases@controls classification task, where the disease is the discriminant, we considered also the APOEe4 task because studies have shown that individuals with two copies of the e4 allele are at even greater AD risk, and the odds ratios for developing AD based on APOE is 5 times greater in APOEe4 homozygotes compared to heterozygotes15.