• Decision tree learners utilize a tree structure to model the relationships among the features and the potential outcomes.• The structure earned its name due to the fact that it mirrors how a literal tree begins at a wide trunk, which if followed upward, splits into narrower and narrower branches.• Let's consider the following tree, which predicts whether a job offer should be accepted.