The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification

• Main Authors: Kwabena Ebo Bennin, Jacky Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah
• Format: Conference Proceeding
• Published: 2018
• Subjects: Computer Science
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85042378748&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/57025
• Institution: Chiang Mai University

© 2017 IEEE. Context: Recent studies have shown that performance of defect prediction models can be affected when data sampling approaches are applied to imbalanced training data for building defect prediction models. However, the magnitude (degree and power) of the effect of these sampling methods...