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Toma

Project Structure

Toma  
|-- Tokenization_and_FeatureExtraction.py     	// implement the first two phases:  Tokenization phase and Feature Extraction phase
|-- Classification.py   // implement the Classification phase  

Tokenization_and_FeatureExtraction.py

  • Input: dataset with source codes
  • Output: feature vectors of code pairs
python Tokenization_and_FeatureExtraction.py

classification.py

  • Input: feature vectors of dataset
  • Output: recall, precision, and F1 scores of machine learning algorithm
python classification.py

Collinearity of Features

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