JITLine-replication-package.zip (136.62 kB)

JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction

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posted on 13.01.2021, 06:49 by Anonymous

The source code that we used to perform experiment in "JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction" paper.

The source code implementation for our approach is in JITLine directory.

Please run the jupyter notebook following the steps below to reproduce our experiment.

  1. run code in JITLine_commit_level.ipynb to train commit-level model
  2. run code in JITLine_line_level.ipynb to train line-level model
  3. run code in JITLine_commit_level_eval.ipynb and JITLine_line_level_eval.ipynb to obtain experiment result

We also provide the commit features that we used in our study, which can be found in commit_change_features.pdf

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