计算机与现代化

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数据挖掘C4.5算法在市政工程造价的应用研究

  

  1. 广州市市政职业学校经济与管理系,广东广州510507
  • 收稿日期:2017-05-04 出版日期:2018-01-23 发布日期:2018-01-24
  • 作者简介:傅则恒(1985-),男,广东龙川人,广州市市政职业学校经济与管理系实验师,硕士,研究方向:信息技术。
  • 基金资助:
    广州市市级精品课程“市政工程计量与计价”项目(穗教职成〔2015〕0024)

Application of Data Mining C4.5 Algorithm in Municipal Engineering Cost

  1. Guangzhou Municipal Vocational School, Guangzhou 510507, China
  • Received:2017-05-04 Online:2018-01-23 Published:2018-01-24

摘要: 首先对C4.5算法做了介绍,然后针对案例工程对算法提出一些优化措施,运用C4.5算法对案例市政道路工程工程量清单费用进行建模与分析研究,提取分类规则,最后随机验证分类规则的普遍适用性。通过随机验证可知该分类规则具有普遍适用性,可以帮助工程造价相关从业人员进行快速预测,提高决策分析的工作效率。

关键词: C4.5算法, 市政工程, 工程造价

Abstract: The paper improved the C4.5 algorithm, and then used C4.5 algorithm and an improved C4.5 algorithm through comparative analysis on the quantities bill valuation of municipal road engineering case, extracted classification rules of general applicability at random verification of classification rules. It can be found that the classification rules have universal applicability, which can help the project cost related practitioners to quickly predict and improve the efficiency of decision analysis.

Key words: C4.5 algorithm, municipal engineering, engineering cost

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