They are then applied to classify previously unseen examples. If trained on high-quality data, decision trees can make very accurate predictions 3. Decision trees are sometimes more interpretable ...

A hierarchical tree that is used to make decisions in an if-then-else fashion. A type of supervised machine learning, a decision tree comprises decision nodes with two possible outcomes.