Cost-sensitive online classification

• Main Authors: Hoi, Steven C. H., Wang, Jialei., Zhao, Peilin.
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/99920; http://hdl.handle.net/10220/13025
• Institution: 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...