Do the Defect Prediction Models Really Work?

Umamaheswara Sharma B; Ravichandra Sadam

Do the Defect Prediction Models Really Work?

Software Engineering 2023-01-16 v1

Authors: Umamaheswara Sharma B , Ravichandra Sadam

Abstract

You may develop a potential prediction model, but how can I trust your model that it will benefit my software?. Using a software defect prediction (SDP) model as a tool, we address this fundamental problem in machine learning research. This is a preliminary work targeted at providing an analysis of the developed binary SDP model in real-time working environments.

Keywords

software quality machine learning flaky test detection

Cite

@article{arxiv.2301.05411,
  title  = {Do the Defect Prediction Models Really Work?},
  author = {Umamaheswara Sharma B and Ravichandra Sadam},
  journal= {arXiv preprint arXiv:2301.05411},
  year   = {2023}
}

Related papers

View all related →