[Book] The Elements of Statistical Learning, 2nd Ed.
This was written more than a year ago, and I forgot to post it.
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Search Results for leo breiman
A Conversation with Peter Huber
The problem with data analysis is of course that it is a performing art. It is not something you easily write a paper on; rather, it is something you do. And so it is difficult to publish.
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An excerpt from “A Conversation with Leo Breiman”
Leo Breiman (1928-2005) was one of the most dominant statisticians from the 20th century. He was well known for his textbook in probability theory as well as his contributions to the machine learning, such as CART (Classification and Regression Tree), bagging (bootstrap aggregation), and Random Forest. He was the founding father of statistical machine learning. His works can be found from http://www.stat.berkeley.edu/~breiman/
An excerpt from “A Conversation with Leo Breiman,” from Statistical Science, by Richard Olshen (2001), 16(2), pp. 184тАУ198, casts a second thought on the direction of statistical researches:
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