Decision Tree, Machine Learning, Data Science, Cart, Decision Tree Algorithm.
backbone of the tree. The selection of optimal features for splitting is a critical aspect of the tree’s growth strategy. Common algorithms like CART (Classification and Regression Trees) and ID3 (Iterative Dichotomiser 3) use various criteria such as Gini impurity or information gain to determine