Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning

Effective software defect prediction is a crucial aspect of software quality assurance, enabling the identification of defective modules before the testing phase. This study aims to propose a comprehensive five-stage framework for software defect prediction, addressing the current challenges in the...

Full description

Bibliographic Details
Published in:PeerJ Computer Science
Main Author: Ali M.; Mazhar T.; Al-Rasheed A.; Shahzad T.; Ghadi Y.Y.; Khan M.A.
Format: Article
Language:English
Published: PeerJ Inc. 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190276232&doi=10.7717%2fpeerj-cs.1860&partnerID=40&md5=2d75fed0160d49f179045f7ff813eafc