Ordinal regression based on data relationship

• Main Author: Liu, Yanzhu
• Other Authors: Kong Wai-Kin Adams
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/105479; http://hdl.handle.net/10220/47844
• Institution: Nanyang Technological University

Ordinal regression is a supervised learning problem which aims to classify instances into ordinal categories. It is different from multi-class classification because there is an ordinal relationship between the categories. Moreover, it is different from metric regression because the target values to...