Defect Prediction - Programming Construct Usage - dataset

Citation Author(s):
Ritu
Kapur
Balwinder
Sodhi
Submitted by:
Ritu Kapur
Last updated:
Sun, 05/23/2021 - 16:12
DOI:
10.6084/m9.figshare.13667387
Data Format:
.zip
Links:
Paper DOI
Open-access Preprint
License:
Creative Commons Attribution
378 Views
Categories:
Reliability
Computational Intelligence
Keywords:
Software Metrics, Source Code Mining, AI in Software Engineering, maintenance service
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Abstract 

The database contains PROCON metrics values extracted from more than 30400 source code files (with 14950 bug reports) of GitHub repository.  Various Machine earning (ML) models trained using PROCON metrics outperform the ones trained using OO metrics of PROMISE repository.

Instructions: 

README file contains the instructions for using the dataset by importing it at a local location.

Dataset Files

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Documentation

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File File contains the instructions for using the dataset.43.08 KB

 

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