What is a decision tree in machine learning?

A A visualization tool for displaying model performance across different thresholds B A graph data structure used to store training examples for nearest-neighbor search C A neural network architecture shaped like a binary tree D A hierarchical model that splits data based on feature values at each node to make predictions at the leaves