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victor-guoyu / Review-It

Undergraduate Honours Project
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Text Categorization Algorithm research #3

Closed victor-guoyu closed 9 years ago

victor-guoyu commented 9 years ago

@lily778 assignee +1 How to categorize and what algorithm should use?

ZhitingLin commented 9 years ago

Text Categorization Algorithm (Machine learning):

  1. Rocchio's Algorithm
  2. Naive Bayes
  3. K-Nearest Neighbor(KNN)
  4. Decision Tree
  5. Support Vector Machine(SVM)
  6. Voted classification
  7. Latent Semantic Analysis

There are some other. Naive Bayes is a good choice

victor-guoyu commented 9 years ago

Text Categorization with Apache Lucent

http://www.slideshare.net/lucenerevolution/text-classification-with-lucenesolr-apache-hadoop-and-libsvm

https://raimonb.wordpress.com/2013/01/02/text-categorization-with-k-nearest-neighbors-using-lucene/

victor-guoyu commented 9 years ago

Text Categorization with Apache Lucent

victor-guoyu commented 9 years ago

http://www.cs.utexas.edu/users/mooney/ir-course/doc/index.html