CART models accurately classified APOE ε4 carriers (AUC = 0.99), again independent of AD status or sex, and distinguished between heterozygous and homozygous individuals (AUC > 0.94; Extended Data Table 2; Fig. 1c). Here, APOE is linked to Alzheimer disease.