Using a dataset, I created a decision tree and performed an analysis of a patient’s likelihood of a 10-year risk of future coronary heart disease. The dataset includes information about each patients’ demographics, their medical history, and their smoking habits. I found that healthier patients had a lower risk of future coronary heart disease.