AUA Regression Tree | Page 9

Decision Tree Blocks of a Decision-Tree Decision-Tree: data structure consisting of a hierarchy of nodes. Node: question or prediction. Root: no parent node, question giving rise to two children nodes. Internal node: one parent node, question giving rise to two children nodes. Leaf: one parent node, no children nodes --> prediction.