赵爽, 文瑾, 施心陵. 基于逻辑描述的决策树算法及其Prolog实现[J]. 云南大学学报(自然科学版), 2005, 27(3): 211-215.
引用本文: 赵爽, 文瑾, 施心陵. 基于逻辑描述的决策树算法及其Prolog实现[J]. 云南大学学报(自然科学版), 2005, 27(3): 211-215.
shu
ZHAO Shuang, WEN Jin, SHI Xin-ling. Decision Tree algorithm based on logical description and realization using Prolog[J]. Journal of Yunnan University: Natural Sciences Edition, 2005, 27(3): 211-215.
Citation: ZHAO Shuang, WEN Jin, SHI Xin-ling. Decision Tree algorithm based on logical description and realization using Prolog[J]. Journal of Yunnan University: Natural Sciences Edition, 2005, 27(3): 211-215.
shu

基于逻辑描述的决策树算法及其Prolog实现

Decision Tree algorithm based on logical description and realization using Prolog

    摘要
  • 摘要: 决策树算法是数据挖掘领域的重要算法之一.文章首先对决策树算法的数据进行逻辑描述,然后使用保险公司客户数据来构建决策树,利用Prolog语言实现了基于逻辑描述的ID3算法,尝试了用逻辑推理方法解决数据挖掘问题,并对结果进行了分析.

     

    Abstract: The algorithm of Decision Tree is an important algorithm in the field of Data Mining.It is studied how to describe the data by logical description and built Decision Tree using insurance company customer data.ID3 algorithm based logical description is realized in Prolog and the result is analyzed.It is tried to resolve the data mining problem using logical reasoning way.

     

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