Ordinal regression based on data relationship

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...

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