IEEE - Institute of Electrical and Electronics Engineers, Inc. - Applying Calculus of Variatious to Seek for the Best Impurity Function of Decision Tree

2010 International Conference on Electrical and Control Engineering (ICECE 2010)

Author(s): Shen Yongjun ; Zhao Shulan ; Wang Guanghui ; Guo Na ; Xu Hualong
Sponsor(s): IEEE
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Wuhan, China
Conference Date: 25 June 2010
Page(s): 3,389 - 3,390
ISBN (CD): 978-0-7695-4031-3
ISBN (Electronic): 978-1-4244-6881-2
ISBN (Paper): 978-1-4244-6880-5
DOI: 10.1109/iCECE.2010.827
Regular:

This study reveals the essence of the impurity function, and the constraints of constructing impurity function is presented. Strategy discussed in this paper makes the method of choosing impurity... View More

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