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author:

覃世安 (覃世安.) [1] | 李法运 (李法运.) [2]

Indexed by:

CQVIP PKU CSSCI

Abstract:

针对TF—IDF在待分类文本类的数量分布不均时提取特征值效果差的问题,提出使用特征值在类间出现的概率比代替特征值在类间出现的次数比以改进TF—IDF算法。实验证明利用改进后的TF—IDF方法提取网页文本特征值,并配合简单累加求和的分类器,使得网页文本分类的准确率有明显提高,且分类速度加快。

Keyword:

TF—IDF 文本分类 概率 网页

Community:

  • [ 1 ] 福州大学公共管理学院,福州350108

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Source :

现代图书情报技术

ISSN: 1003-3513

Year: 2013

Issue: 10

Page: 27-30

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count: -1

30 Days PV: 0

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