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OALib Journal期刊
ISSN: 2333-9721
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Method on Discretization of Continuous Attributes Based on Objects Distribution
基于对象分布的连续属性离散化方法*

Keywords: Information System,Fuzzy Clustering,Statistical,Continuous Attribute,Discretization
信息系统
,模糊聚类,概率统计,连续属性,离散化

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Abstract:

In order to use the distribution of objects in information system, statistical values are computed on an axis by fuzzy clustering. By means of the normal distribution, overlap measure and gap measure are introduced, and then a probability is selected suitably. As a result, the terminals of data ranges are obtained optically to realize the discretization of continuous attributes successfully.

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