Efficiency comparisons between k-centers and k-means algorithms

• Main Authors: Varin Chouvatut, Wattana Jindaluang, Ekkarat Boonchieng, Thapanapong Rukkanchanunt
• 格式: Conference Proceeding
• 出版: 2018
• 主題: Computer Science; Decision Sciences
• 在線閱讀: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84964407588&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/55532
• 機構: Chiang Mai University

© 2015 IEEE. This paper proposes an under-sampling method with an algorithm which guarantees the sampling quality called k-centers algorithm. Then, the efficiency of the sampling using under-sampling method with k-means algorithm is compared with the proposed method. For the comparison purpose, four...