Meaning of Decision Trees

Simple definition

A Decision Tree is a machine learning model used for classification and regression tasks, where decisions are made by following branches based on feature values.

How to use Decision Trees in a professional context

Decision trees are popular for creating predictive models in industries like finance, healthcare, and marketing.

Concrete example of Decision Trees

A decision tree might be used by a bank to predict whether a customer will default on a loan based on their income, age, and credit history.