A root is the starting node of a decision tree, usually representing the first condition evaluated by the model. Subsequent branches and leaves descend from the root as the tree applies additional decisions.
The starting node (the first condition) in a decision tree. By convention, diagrams put the root at the top of the decision tree. For example: !A decision tree with two conditions and three leaves. The starting condition (x > 2) is the root.