Decision Tree, Entropy, Information Gain, Gini Index.
Decision Trees Explained — Entropy, Information Gain, Gini Index, CCP Pruning Though Decision Trees look simple and intuitive, there is nothing very simple about how the algorithm goes about the process deciding on splits and how tree pruning occurs. In this post I take you through a simple example