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Stochastic gradient boosting

. Computational Statistics & Data Analysis, 38 (4): 367--378 (Feb 28, 2002)

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A Projection Pursuit Algorithm for Exploratory Data Analysis., and . IEEE Trans. Computers, 23 (9): 881-890 (1974)New Similarity Rules for Mining Data., and . WIRN/NAIS, volume 3931 of Lecture Notes in Computer Science, page 179-187. Springer, (2005)An Algorithm for Finding Best Matches in Logarithmic Expected Time, , and . ACM Transactions on Mathematics Software, 3 (3): 209-226 (September 1977)Another approach to polychotomous classification.. Department of Statistics, Stanford University, (1997)Greedy Function Approximation: A Gradient Boosting Machine. Annals of Statistics, (2000)Classification and Regression Trees, , , and . (1984)Classification and regression trees, , , and . Routledge, (2017)Contrast Trees and Distribution Boosting.. CoRR, (2019)Lazy Decision Trees., , and . AAAI/IAAI, Vol. 1, page 717-724. AAAI Press / The MIT Press, (1996)A Nested Partitioning Procedure for Numerical Multiple Integration., and . ACM Trans. Math. Softw., 7 (1): 76-92 (1981)