The important features of this dataset were Mini-Mental State Exam (MMSE), age, Judgment, memory, APOE (apolipoprotein E gene), Personal care, height, weight, Orient (recent and long-term memory testing), Clinical Dementia Rating (CDR), and Sumbox (clinical dementia rating scale). The gene discussed is APOE; the disease is dementia.