“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7行: 第7行:
 
:* Remove stop word.stop_wordlist is  
 
:* Remove stop word.stop_wordlist is  
 
:*
 
:*
===VSM tset===
+
===VSM Test===
 +
===LDA Test===
 +
===Word2vec Test===

2014年9月7日 (日) 13:32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
  • Text preprocessing
  • Segment word using wordlist of 9W.(tencent)
  • Remove stop word.stop_wordlist is

VSM Test

LDA Test

Word2vec Test