CORE: Core-based synthetic minority over-sampling and borderline majority under-sampling technique

• Main Authors: Bunkhumpornpat C., Sinapiromsaran K.
• 格式: Article
• 出版: Inderscience Enterprises Ltd. 2015
• 主題: Information Systems; Biochemistry, Genetics and Molecular Biology (all); Library and Information Sciences
• 在線閱讀: http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84928784344&origin=inward; http://cmuir.cmu.ac.th/handle/6653943832/38946

Copyright © 2015 Inderscience Enterprises Ltd. Class imbalance learning has recently drawn considerable attention among researchers. In this area, a rare class is the class of primary interest from the aim of classification. Unfortunately, traditional machine learning algorithms fail to detect this...