- A Review of Handling Continuous and Unknown Attribute Values of C4.5 Algorithm
- 点击次数：
- 发布时间： 2021-06-12
- 所属单位：计算机科学与数学学院
- 发表刊物：Journal of Network Intelligence
- 项目来源：省、自治区、直辖市科技项目
- 关键字：C4.5 algorithm, continuous attribute value, unknown attribute value
- 摘要：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.
- 备注：2019.01.08 通过
- 论文类型：期刊论文
- 论文编号：10382
- 卷号：3
- 期号：1
- 页面范围：1-8
- ISSN号：2414-8105
- 是否译文：否
- 发表时间：2018-02-01
