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article · Computer Engineering and Science · 2009

An Improved ID3 Algorithm of Decision Trees

Xiangtao Chen

Cited by 6Abstract and details only

Abstract

According to the gain information in the ID3 algorithm calculation principle,we use the mathematical equivalence of the infinitesimal nature of a newly improved ID3 algorithm to reduce the amount of computation gain information,and improve the information gain computational efficiency in the ID3 algorithm.Compared with the original ID3 algorithm,the Improved ID3 algorithm has the same rate of accuracy and higher speed in the decision tree structure.

Cite this paper

APA 7

Chen, X. (2009). An Improved ID3 Algorithm of Decision Trees. Computer Engineering and Science.

MLA 9

Chen, Xiangtao. “An Improved ID3 Algorithm of Decision Trees.” Computer Engineering and Science, 2009.

Chicago

Chen, Xiangtao. 2009. “An Improved ID3 Algorithm of Decision Trees.” Computer Engineering and Science.

Harvard

Chen, X. (2009) ‘An Improved ID3 Algorithm of Decision Trees’, Computer Engineering and Science.

BibTeX
@article{chen2009improved,
  title = {{An Improved ID3 Algorithm of Decision Trees}},
  author = {Chen, Xiangtao},
  journal = {Computer Engineering and Science},
  year = {2009}
}

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