| Weka平台基础类分析及算法扩展方法 |
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| 引用本文： | 余光莉,詹英,王水.Weka平台基础类分析及算法扩展方法[J].南阳理工学院学报,2009,1(6):9-11. |
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| 作者姓名： | 余光莉 詹英 王水 |
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| 作者单位： | 南阳理工学院,河南,南阳,473004 |
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| 摘 要： | 分析了Weka平台的基础类结构,说明了数据运算的整体流程,并以基于频繁模式的离群点检测为例,说明了对Weka进行扩展的方法,为数据挖掘研究和应用者自定义算法实现提供基础。
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| 关 键 词： | 数据挖掘 Weka 频繁模式 离群点检测 算法扩展 |
ANALYSIS ON WEKA FOUNDATION CLASSES AND ALGORITHM EXTENDING METHOD |
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| YU Guang-li,ZHAN Ying,WANG Shui.ANALYSIS ON WEKA FOUNDATION CLASSES AND ALGORITHM EXTENDING METHOD[J].Journal of Nanyang Institute of Technology,2009,1(6):9-11. |
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| Authors: | YU Guang-li ZHAN Ying WANG Shui |
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| Institution: | ( Nanyang Institute of Technology,Nanyang 473004,China) |
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| Abstract: | In this paper,the structure of Weka＇s foundation classes are analyzed,its basic data processing protocol is illustrated,and an empirical study on extending Weka is directed by outlier detection based on frequent pattern. The reusable model is also provided for implementing customized algorithms on Weka platform. |
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| Keywords: | Data mining Weka Frequent pattern Outlier detection Algorithm extending |
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