Combining sampling and ensemble classifier for multiclass imbalance data learning

• Main Authors: Sainin, Mohd Shamrie, Alfred, Rayner, Adnan, Fairuz, Ahmad, Faudziah
• 格式: Book Section
• 出版: Springer 2018
• 主題: QA75 Electronic computers. Computer science
• 在線閱讀: http://repo.uum.edu.my/25566/; http://doi.org/10.1007/978-981-10-8276-4_25

The aim of this paper is to investigate the effects of combining various sampling 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 be...