I made a decision tree based of a dataset containing the information of patients at a hospital in the ICU to predict mortality rates of the patients. This dataset includes data points like age, gender, BMI, Renal failure, blood pressure, MCHC, Anion Gap, etc. This decision tree shows the combination of all these datapoints and more to predict the mortality rate of the patient, allowing the hospital to make more informed decisions, have a better care system, and keep families and patients more educated on their current situations.