An Empirical Study on Data Sampling Methods in Addressing Class Imbalance Problem in Software Defect Prediction

• Main Authors: Odejide, B.J., Bajeh, A.O., Balogun, A.O., Alanamu, Z.O., Adewole, K.S., Akintola, A.G., Salihu, S.A., Usman-Hamza, F.E., Mojeed, H.A.
• Format: Article
• Published: Springer Science and Business Media Deutschland GmbH 2022
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135080125&doi=10.1007%2f978-3-031-09070-7_49&partnerID=40&md5=a9a71b38bad17ecba949f800c4db5a84; http://eprints.utp.edu.my/33734/

With the growing rate of software systems and their applications in diverse walks of life, developing a software system that has no defects is a subject that cannot be overemphasized. Detection of software defects is one of the most prominent difficulties in the area of software engineering (SE) or...