06 June 2018

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude

International Conference on Software Maintenance and Evolution (ICSME)

This artifact is the implementation of AutoSpearman, an automated metric selection approach based on correlation analyses. The goal of AutoSpearman is to automatically mitigate correlated metrics prior to constructing analytical models. This artifact is implemented as an R package and is available in the GitHub repository. We provide descriptions and R code snippets for the installation of AutoSpearman and usage examples.

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@inproceedings{jiarpakdee2018icsme,
    Author={Jiarpakdee, Jirayus and Tantithamthavorn, Chakkrit and Treude, Christoph},
    Title = {Artefact: An R Implementation of the AutoSpearman Function},
    Booktitle = {Proceeding of the International Conference on Software Maintenance and Evolution (ICSME)},
    Pages = {To Appear},
    Year = {2018}
}