“Document classification test”版本间的差异

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Document classification of Sougou data
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Document classification of Sougou data
第3行: 第3行:
 
:* Data from SougouLab [http://www.sogou.com/labs/dl/c.html],using SogouC.reduced(30M)
 
:* Data from SougouLab [http://www.sogou.com/labs/dl/c.html],using SogouC.reduced(30M)
 
:* 9-Classes:财经,IT,健康,体育,旅游,教育,招聘,文化,军事
 
:* 9-Classes:财经,IT,健康,体育,旅游,教育,招聘,文化,军事
:* train and test: train(),test(0,dev()
+
:* train and test: train(),test(),dev()
 
*Text preprocessing
 
*Text preprocessing
 
:* Segment word using wordlist of 9W.(tencent)  
 
:* Segment word using wordlist of 9W.(tencent)  

2014年9月7日 (日) 13:38的版本

Document classification of Sougou data

  • DATA
  • Data from SougouLab [1],using SogouC.reduced(30M)
  • 9-Classes:财经,IT,健康,体育,旅游,教育,招聘,文化,军事
  • train and test: train(),test(),dev()
  • Text preprocessing
  • Segment word using wordlist of 9W.(tencent)
  • Remove stop word.stop_wordlist is

VSM Test

LDA Test

Word2vec Test