Transductive ordinal regression

• Main Authors: Seah, Chun-Wei, Tsang, Ivor Wai-Hung, Ong, Yew Soon
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/99141; http://hdl.handle.net/10220/13515
• Institution: Nanyang Technological University

Ordinal regression is commonly formulated as a multiclass problem with ordinal constraints. The challenge of designing accurate classifiers for ordinal regression generally increases with the number of classes involved, due to the large number of labeled patterns that are needed. The availability of...