IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Efficient Decision Tree Construction for Large Datasets

Innovations'07. 4th International Conference on Innovations in Information Technology

Author(s): Uyen Nguyen Thi Van ; Tae Choong Chung
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2007
Conference Location: Dubai, Dubai
Conference Date: 18 November 2007
Page(s): 21 - 25
ISBN (CD): 978-1-4244-1841-1
ISBN (Paper): 978-1-4244-1840-4
DOI: 10.1109/IIT.2007.4430464
Regular:

In this paper, we propose a new data structure and a new framework of building decision tree classifiers that is especially suitable for large datasets. The most prominent feature of our algorithm... View More

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