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  CART (Classification And Regression Tree) Information CART (Classification And Regression Tree) is a decision tree algorithm used for both classification and regression analysis. It involves recursively splitting the dataset into smaller subsets by identifying the best predictor variables and splitting rules that minimize the variance or impurity within each subset. The algorithm builds a binary tree with the target variable at the root.. Zettelkasten/Terminology Information 2023. 3. 12.