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Text classification with point-wise mutual information and tf-idf (term frequency-inverse document frequency)

Project description

PTIC

PTIC tool for texts classification, uses following statistical model:

  • point-wise mutual information for word and a class
  • tf-idf (term frequency-inverse document frequency) for word in a text

Installation

From PyPi

pip install ptic

From source

pip install git+https://github.com/sysbio-vo/ptic.git

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