Decision Tree, Entropy, Information Gain, Gini Index.
to have higher Entropy than a node which has only pass or only fail. The maximum level of entropy or disorder is given by 1 and minimum entropy is given by a value 0. Leaf nodes which have all instances belonging to 1 class would have an entropy of 0. Whereas, the entropy for a node where the