Decision Trees and Random Forests: A Visual Introduction For Beginners: A Simple Guide to Machine Learning with Decision Trees

by Chris Smith

Practically speaking, this means that a decision tree algorithm selects the best attribute to split but does not backtrack to test other possibilities or reconsider other scenarios.