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What is Hoeffding Tree

Chapter 61
Encyclopedia of Business Analytics and Optimization
A decision tree designed for mining data streams. It has theoretical guarantees that the output of a Hoeffding tree is asymptotically nearly identical to that of a non-incremental learner using infinitely many examples.
Published in Chapter:
Data Stream Mining
Jesse Read (Universidad Carlos III, Spain) and Albert Bifet (Yahoo! Research Barcelona, Spain)
Copyright: © 2014 |Pages: 3
DOI: 10.4018/978-1-4666-5202-6.ch061
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