mw1

URL

Change Log

When What
February 2, 2016 Updating BibTeX, cleaning artifacts
Nov 2011 Dataset has been cleaned by MartinShepperd et al. (mw1’ and mw1’’ are the cleaned versions)
December 2, 2007 Donated by Tim Menzies

Notes from the Author

For more details on this data set, see [Shepperd August 20th, 2011 at 7:12 am

Be aware that the Promise version of this dataset differs from the NASA MDP version:

Version,Cases(n),Features(p) MW1 – NASA,403,43 MW1 – Promise,403,38

Therefore researchers are strongly advised to indicate which version of these files they are using!

Reference

@ARTICLE{6464273,
author={Shepperd, M. and Qinbao Song and Zhongbin Sun and Mair, C.},
journal={Software Engineering, IEEE Transactions on},
title={Data Quality: Some Comments on the NASA Software Defect Datasets},
year={2013},
volume={39},
number={9},
pages={1208-1215},
keywords={data analysis;learning (artificial intelligence);pattern classification;software reliability;IEEE Transactions on Software Engineering;
          NASA software defect dataset;National Aeronautics and Space Administration;data preprocessing;data quality;data replication;
          dataset provenance;defect-prone classification;machine learning;not-defect-prone classification;
          software module classification;Abstracts;Communities;Educational institutions;NASA;PROM;Software;Sun;Empirical software engineering;
          data quality;defect prediction;machine learning},
doi={10.1109/TSE.2013.11},
ISSN={0098-5589},
month={Sept},}