Online Replication Package for MSR 2018 Technical Paper: Automatic Classification of Software Artifacts in Open-Source Applications

You can find the following materials necessary to replicate our study:

(i) information about the sampled 383 open-source projects (ii) manually identified software artifacts, i.e., oracle (iii) list of features used for Machine Learning algorithms.

Reference:

Yuzhan Ma, Sarah Fakhoury, Michael Christensen, Venera Arnaoudova, Waleed Zogaan, and Mehdi Mirakhorli. 2018. Automatic Classi cation of Software Artifacts in Open-Source Applications. In MSR ’18: 15th International Conference on Mining Software Repositories, May 28–29, 2018, Gothenburg, Sweden. ACM, New York, NY, USA, 12 pages. https://doi.org/10.1145/3196398.3196446