Nationality USA Doctoral advisor Michel Loeve | Role Statistician Name Leo Breiman | |
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Born January 27, 1928New York City, USA ( 1928-01-27 ) Thesis Homogeneous Processes (1954) Doctoral students Smarajit Bose, Samuel Buttrey, Chao Chen, Adele Cutler, Robert Koyak, Nong Shang Education University of California, Berkeley Books Classification and regression trees | ||
Leo breiman memorial
Leo Breiman (January 27, 1928 – July 5, 2005) was a distinguished statistician at the University of California, Berkeley. He was the recipient of numerous honors and awards, and was a member of the United States National Academy of Science.
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Breiman's work helped to bridge the gap between statistics and computer science, particularly in the field of machine learning. His most important contributions were his work on classification and regression trees and ensembles of trees fit to bootstrap samples. Bootstrap aggregation was given the name bagging by Breiman. Another of Breiman's ensemble approaches is the random forest.
Leo breiman tribute by salford systems data mining
References
Leo Breiman Wikipedia(Text) CC BY-SA