Benchmark data sets

Published: 27 Dec 2017 | Version 1 | DOI: 10.17632/923xvkk5mm.1

Description of this data

A total of 12 software defect data sets from NASA were used in this study, where five data sets (part I) including CM1, JM1, KC1, KC2, and PC1 are obtained from PROMISE software engineering repository (, the other seven data sets (part II) are obtained from tera-PROMISE Repository (

Experiment data files

This data is associated with the following publication:

Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning

Published in: Information and Software Technology

Latest version

  • Version 1


    Published: 2017-12-27

    DOI: 10.17632/923xvkk5mm.1

    Cite this dataset

    Tong, Haonan; Liu, Bin; Wang, Shihai (2017), “Benchmark data sets”, Mendeley Data, v1


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Software Metric


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The files associated with this dataset are licensed under a Public Domain Dedication licence.

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You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.