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An automated model to train and evaluate the effectiveness of code review comments

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CodeReviewEffectivness

Replication package for the paper, "Using a Balanced Scorecard Strategy to Improve Code Review Effectiveness: An Industrial Experience Report"

This repository consists of two main Notebooks:

  1. Usefulness Pipeline.ipynb: Contains feature calculations, feature selection, classifier training/testing, feature importance calculation, statistical tests for classifiers, comparison with literature.
  2. Human Evaluation.ipynb: Contains comparison with human experts.

The notebooks are self explanatory; readers are encouraged to follow the notebooks step by step.

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An automated model to train and evaluate the effectiveness of code review comments

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