Build a DecisionTreeClassifier which matches the scikit-learn API. https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html#sklearn.tree.DecisionTreeClassifier To start we don't have to mimic the entire API, just start somewhere, and we can help add features to the class.