Cost-sensitive online classification

• Main Authors: Hoi, Steven C. H., Wang, Jialei., Zhao, Peilin.
• 其他作者: School of Computer Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/99920; http://hdl.handle.net/10220/13025
• 機構: Nanyang Technological University

Both cost-sensitive classification and online learning have been studied extensively in data mining and machine learning communities, respectively. It is a bit surprising that there was very limited comprehensive study for addressing an important intersecting problem, that is, cost-sensitive online...