Decision trees are logical pathways created by tracing answers to multiple stages of true/false, no-go/no-go questions. Here is a representation of a simple tree based on a person liking something given their age.

Another to represent the same info is:

A regression tree is a type of decision tree. In the regression tree, each leaf represents a numeric value. The other type is a classification tree with true/false or another category in its leaves.