Data and Ensemble Machine Learning Fusion Based Intelligent Software Defect Prediction System
Sagheer Abbas, Shabib Aftab, Muhammad Adnan Khan, Taher M. Ghazal, Hussam Al Hamadi, Chan Yeob Yeun
2023Computers, materials & continua/Computers, materials & continua (Print)27 citationsDOIOpen Access PDF
Abstract
The software engineering field has long focused on creating high-quality software despite limited resources. Detecting defects before the testing stage of software development can enable quality assurance engineers to concent... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Machine learningComputer scienceArtificial intelligenceEnsemble learningNaive Bayes classifierFeature selectionData miningDecision treeRandom forestSoftwareSupport vector machineSoftware qualitySoftware developmentProgramming languageSoftware Engineering ResearchSoftware Reliability and Analysis ResearchImbalanced Data Classification Techniques