Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis

• Main Authors: Balogun, A.O., Basri, S., Jadid, S.A., Mahamad, S., Al-momani, M.A., Bajeh, A.O., Alazzawi, A.K.
• Format: Article
• Published: Springer 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089715754&doi=10.1007%2f978-3-030-51965-0_43&partnerID=40&md5=43e46e25f07ab051697ddf22a1bf6b90; http://eprints.utp.edu.my/24708/

High dimensionality is a data quality problem that negatively influences the predictive capabilities of prediction models in software defect prediction (SDP). As a viable solution, feature selection (FS) has been used to address the high dimensionality problem in SDP. From existing studies, Filter-b...