Using a decision tree classifier from a machine learning library is often awkward ... In words, Gini impurity is 1 minus the sum of the squared probabilities of each class. Expressed as a math ...

Decision trees are a simple but powerful prediction method. Figure 1: A classification decision tree is built by partitioning the predictor variable to reduce class mixing at each split.