Reviewed by David Kindness Fact checked by Vikki Velasquez Decision trees are major components of finance, philosophy, and ...

Decision trees are sometimes more interpretable than other classifiers such as neural networks and support vector machines because they combine simple questions about the data in an understandable ...

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.