Machine learning based methods for software fault prediction: A survey

作者：

Highlights：

• The article is survey article.

• Survey of Software fault prediction techniques by various machine learning methods.

• It consist survey of 154 articles from 1990 to June 2019.

• Framed seven research queries and addressing each research query.

摘要

•The article is survey article.•Survey of Software fault prediction techniques by various machine learning methods.•It consist survey of 154 articles from 1990 to June 2019.•Framed seven research queries and addressing each research query.

论文关键词：Machine learning,Fault proneness,Statistical techniques,Fault prediction,Systematic literature review

论文评审过程：Received 9 July 2020, Revised 19 December 2020, Accepted 8 January 2021, Available online 15 January 2021, Version of Record 18 February 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114595