In aggregate, these classifiers had ALS sensitivity and specificity scores of 84%, and classified 95% of the Huntington’s samples as non-carriers of the SOD1 mutation (p-Value = 2.09E-50). The gene discussed is SOD1; the disease is amyotrophic lateral sclerosis.