A novel rank aggregation-based hybrid multifilter wrapper feature selection method in software defect prediction

• Main Authors: Balogun, A.O., Basri, S., Mahamad, S., Capretz, L.F., Imam, A.A., Almomani, M.A., Adeyemo, V.E., Kumar, G.
• Format: Article
• Published: Hindawi Limited 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120783023&doi=10.1155%2f2021%2f5069016&partnerID=40&md5=d6b075b06b985073874288dd2ddbca1a; http://eprints.utp.edu.my/29353/
• Institution: Universiti Teknologi Petronas

The high dimensionality of software metric features has long been noted as a data quality problem that affects the performance of software defect prediction (SDP) models. This drawback makes it necessary to apply feature selection (FS) algorithm(s) in SDP processes. FS approaches can be categorized...