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Leo Breiman- as an Applied Statistician, he discovered tree-based methods of. Classification that later became machine learning. L. Breiman, J. Friedman, +1 author C. J. Stone · Published 1983 · Mathematics, Computer Science, Medicine. The next four paragraphs are from the book by Breiman et. al. The next figure shows a picture of a tree structured classification rule that was. Stone, 1984: Classification and regression trees. Wadsworth Books, 358. Breiman, L., 1996: Bagging predictors. Machine learning, 24 (2), 123--140 Friedman, R. Olshen, and C. Stone, 1984: Classification and regression trees. Breiman, L., 1996: Bagging predictors. Machine Regression Tree /PDF | Classification and regression trees are machine-learning methods for constructing prediction models from data. The models are obtained by.