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31

JMLR
2010

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A Streaming Parallel Decision Tree Algorithm

13 years 9 months ago

A Streaming Parallel Decision Tree Algorithm

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A new algorithm for building decision tree classiﬁers is proposed. The algorithm is executed in a distributed environment and is especially designed for classifying large datasets and streaming data. It is empirically shown to be as accurate as standard decision tree classiﬁers, while being scalable to inﬁnite streaming data and multiple processors.

Yael Ben-Haim, Elad Tom-Tov

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Decision Tree Classiﬁers | Distributed Environment | JMLR 2010 | Standard Decision Tree |

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Added	28 Jan 2011
Updated	28 Jan 2011
Type	Journal
Year	2010
Where	JMLR
Authors	Yael Ben-Haim, Elad Tom-Tov

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