Feature Selection and Ensemble Meta Classifier for Multiclass Imbalance Data Learning

• Main Authors: Sainin, Mohd Shamrie, Alfred, Rayner, Alias, Suraya, Lammasha, Mohamed A.M.
• Format: Conference or Workshop Item
• Language: English
• Published: 2018
• Subjects: HD28 Management. Industrial Management
• Online Access: http://repo.uum.edu.my/25208/1/KMICE%202018%20134%20139.pdf; http://repo.uum.edu.my/25208/; http://www.kmice.cms.net.my/ProcKMICe/KMICe2018/toc.html

The aim of this paper is to investigate the effects of combining feature selection and ensemble classifiers on the prediction performance in addressing the multiclass imbalance data learning .This research uses data obtained from the Malaysian medicinal leaf images shape data and three other large...