| 扩展格机及其在文本分类中的应用 |
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| 引用本文： | 许建潮,胡明.扩展格机及其在文本分类中的应用[J].计算机工程与应用,2003,39(10):108-109,123. |
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| 作者姓名： | 许建潮 胡明 |
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| 作者单位： | 吉林工学院计算机系,长春,130012 |
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| 摘 要： | 格机是一种新颖的有监督学习方法。论文扩展了格机的等标注概念,提出了交集标注的概念,以解决决策系统中的同条件多决策值问题,并将其用于非结构化的文本分类领域。作者用自动抽取的代表文档特征的关键词表示文档,用交集标注缩减数据,对新文本作分类预测。给出了求交集标注的算法。实验表明扩展后的格机是很好的文本分类学习方法。
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| 关 键 词： | 数据挖掘 格机 文本分类 |
| 文章编号： | 1002-8331-(2003)10-0108-02 |
Extending Lattice Machine and Application in Text Classification |
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| Xu,Jianchao Hu,Ming.Extending Lattice Machine and Application in Text Classification[J].Computer Engineering and Applications,2003,39(10):108-109,123. |
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| Authors: | Xu Jianchao Hu Ming |
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| Abstract: | Lattice machine is a novel approach to supervised learning.In this paper,author extend the concept of″equil-abeled″in lattice machine,present ″intersection labeled″to solve the problem of multi-decision attribute values for same condition in a decision system,and investigate the application of the intersection labeled in the area of unstruc-tured text classification.The author represent a text with |
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| Keywords: | extracted from the text reduce texts and make text classification by the interior cover and present a method by which we can get the interior cover based-on intersection labeled The experiments show that the extended lattice machine is well f |
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