Published January 12, 2021
| Version v2
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JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction
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Description
The source code that we used to perform experiment in "JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction" paper.
Please run the jupyter notebook following the steps below to reproduce our experiment.
- run code in JITLine_commit_level.ipynb to train commit-level model
- run code in JITLine_line_level.ipynb to train line-level model
- 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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JITLine-replication-package.zip
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(139.9 kB)
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