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

by Chris Smith

If the values of a single attribute are permuted, or tweaked, and the accuracy of the tree does not change much, this tells us that the attribute is not very important.