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Stochastic gradient boosting

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

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Greedy function approximation: a gradient boosting machine. Annals of Statistics, 29 (5): 1189--1232 (2001)Stochastic gradient boosting. Computational Statistics & Data Analysis, 38 (4): 367--378 (Feb 28, 2002)Regularization paths and coordinate descent., , and . KDD, page 3. ACM, (2008)The Elements of Statistical Learning: Data Mining, Inference, and Prediction, , and . Springer Series in Statistics Springer, (2001)PRIM-9: An Interactive Multi-dimensional Data Display and Analysis System., , and . ACM Pacific, page 140-145. (1975)Data mining and statistics: what's the connection?. Keynote Address, 29th Symposium on the Interface: Computing Science and Statistics, (1997)Another approach to polychotomous classification.. Department of Statistics, Stanford University, (1997)An Algorithm for Finding Best Matches in Logarithmic Expected Time, , and . ACM Transactions on Mathematics Software, 3 (3): 209-226 (September 1977)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)