Published March 31, 2022 | Version v.1.0.0
Dataset Open

Replication Package for Maintainability Challenges in ML: A Systematic Literature Reveiw

  • 1. University of Oslo, Department of Informatics

Description

In order to ensure transparency and reproducibility, we have made all study artefacts publicly here. Replication package for Maintainability Challenges in ML : A Systematic Literature Review. This package contains the data used for this Systematic Literature Review process and additional data synthesised from this study.

  • Coding Summary Report Generated from Nvivo project. (Coding Summary By Code Report.pdf)
  • Detailed List of Selected papers for Literature Review papers(Literature Review Papers.xlsx)
  • Papers relating to implications for developers and Researchers(Implication for Developer and Researchers.pdf)
  • Search query from Different Database.pdf
  • No of papers used in to answer RQ using the  Literature review paper by categories (No of Literature review papers.pdf)
  • Maintainability challenges in ML workflow from SLR.pdf

Files

Coding Summary By Code Report.pdf

Files (1.9 MB)

Name Size Download all
md5:447cf4d46103a76565599dd951a8876b
1.6 MB Preview Download
md5:9511b3c3965212edfe8961a32134f6d1
52.2 kB Preview Download
md5:1bc09671263d5c8c4cff7423aef759bc
24.5 kB Download
md5:00599cd8b2ebada3a77315b2013afe47
106.0 kB Preview Download
md5:cdaeea11bfe4523df5902f02bbc268bb
47.3 kB Preview Download
md5:4e39bd15f21b1b45d31d7d2269e62bba
64.8 kB Preview Download