Decision Tree, Entropy, Information Gain, Gini Index.
splitting process by finding the variable that best splits the target variable Node purity: Decision nodes are typically impure, or a mixture of both classes of the target variable (0,1 or green and red dots in the image). Pure nodes are those that have one class — hence the term pure. They either