English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 62796/95837 (66%)
造访人次 : 3640567      在线人数 : 367
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜寻范围 查询小技巧:
  • 您可在西文检索词汇前后加上"双引号",以获取较精准的检索结果
  • 若欲以作者姓名搜寻,建议至进阶搜寻限定作者字段,可获得较完整数据
  • 进阶搜寻


    jsp.display-item.identifier=請使用永久網址來引用或連結此文件: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/54953


    题名: The Irrelevant Values Problem of Decision Tree for Improving a Glass Sputtering Process
    作者: Chiang, Ding-An;Wang, Cheng-Tzu;Wang, Yi-Hsin;Chen, Chun-Chi
    贡献者: 淡江大學資訊工程學系
    关键词: Data Mining;Decision Tree;The Irrelevant Values Problem;Glass Sputtering Process;Yield Analysis
    日期: 2010-12-01
    上传时间: 2011-08-01 15:30:09 (UTC+8)
    出版者: 新北市:淡江大學
    摘要: In this paper, we use decision tree to establish a yield improvement model for glass sputtering process; however, the tree may have irrelevant values problem. In other words, when the tree is represented by a set of rules, not only comprehensibility of the resultant rules will be detracted but also critical factors of the manufacturing process cannot be effectively identified. From the performance issue and practical issue, we have to remove irrelevant conditions from the rules; otherwise, a domain expert is needed to review the decision tree. In this paper, we use a very simple example to demonstrate this point of view. Moreover, to identify and remove irrelevant conditions from the rules, we also revise Chiang's previous algorithm such that the modified algorithm can deal not only discrete data but also quantitative data.
    關聯: Tamkang Journal of Science and Engineering=淡江理工學刊 13(4), pp.413-422
    DOI: 10.6180/jase.2010.13.4.07
    显示于类别:[資訊工程學系暨研究所] 期刊論文

    文件中的档案:

    档案 描述 大小格式浏览次数
    1560-6686_13(4)p413-422.pdf868KbAdobe PDF291检视/开启

    在機構典藏中所有的数据项都受到原著作权保护.

    TAIR相关文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回馈