What is a Decision Tree?

A Decision Tree is a machine learning algorithm that makes predictions by asking yes/no questions, splitting data at each step based on different features until reaching a final conclusion. For example, a medical Decision Tree might diagnose a patient by first checking their temperature, then symptoms, then text results, as each answer leads down a different path to diagnosis.