empotix / text_classification

Decision Tree (or Classification Tree), k-Nearest Neighbors and Naive Bayes for short text classification tasks. We use algorithms for classification messages in On-line Social Networks such as Twitter, Facebook and Google Plus.

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Short text classification in PHP

Algorithms:

  • Decision Tree (or Classification Tree)
  • k-Nearest Neighbors
  • Naive Bayes

We use algorithms for classification messages in On-line Social Networks such as Twitter, Facebook and Google Plus. The folder /data/ contains examples from real Social Networks and simple stop-words list for tests. The tests cover two aspects: accuracy (performance) and processing time.

About

Decision Tree (or Classification Tree), k-Nearest Neighbors and Naive Bayes for short text classification tasks. We use algorithms for classification messages in On-line Social Networks such as Twitter, Facebook and Google Plus.


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Language:PHP 100.0%