By Leo Breiman
“Classification and Regression Trees” by Leo Breiman is a foundational text in machine learning and data analysis. It introduces the CART methodology—an intuitive and powerful approach for building decision trees used in both classification and regression tasks. The book provides clear mathematical explanations, practical examples, and insights into model construction, pruning, and validation.
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