A Review of Handling Continuous and Unknown Attribute Values of C4.5 Algorithm

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Affiliation of Author(s):计算机科学与数学学院

Journal:Journal of Network Intelligence

Funded by:省、自治区、直辖市科技项目

Key Words:C4.5 algorithm, continuous attribute value, unknown attribute value

Abstract:C4.5 is one of most classic algorithms for creating decision tree. The important improvement of handling continuous and unknown attribute values achieves a larger generalization for C4.5 algorithm. This paper presents a mathematical and systematic review to describe basic algorithm and the two handles. We input datasets of few samples for evaluation and the experimental results indicated that C4.5 algorithm performs good rule conclusion for datasets. Deeper studies and more applications for C4.5 algorithm will be contributed by this paper.

Note:2019.01.08 通过

Indexed by:Journal paper

Document Code:10382

Volume:3

Issue:1

Page Number:1-8

ISSN No.:2414-8105

Translation or Not:no

Date of Publication:2018-02-01