Transductive ordinal regression

• Main Authors: Seah, Chun-Wei, Tsang, Ivor Wai-Hung, Ong, Yew Soon
• 其他作者: School of Computer Engineering
• 格式: Article
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/99141; http://hdl.handle.net/10220/13515
• 機構: 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...