Decision Tree, Entropy, Information Gain, Gini Index.
get the picture. In any case most Decision Trees do not necessarily split to the point where every node is a terminal node. Most algorithms have built in stops which we will discuss a little further down. Further, if the Decision Tree continues to split we have another problem which is that of