Empirical analysis of rank aggregation-based multi-filter feature selection methods in software defect prediction

• Main Authors: Balogun, A.O., Basri, S., Mahamad, S., Abdulkadir, S.J., Capretz, L.F., Imam, A.A., Almomani, M.A., Adeyemo, V.E., Kumar, G.
• Format: Article
• Published: MDPI AG 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100099715&doi=10.3390%2felectronics10020179&partnerID=40&md5=2b52e334c21bf34d53bbf53d0cea34b7; http://eprints.utp.edu.my/23911/

Selecting the most suitable filter method that will produce a subset of features with the best performance remains an open problem that is known as filter rank selection problem. A viable solution to this problem is to independently apply a mixture of filter methods and evaluate the results. This st...