Skip navigation
Skip navigation

Composite Multiclass Losses

Request a Copy

link to publisher version

Vernet, Elodie; Williamson, Robert; Reid, Mark

Description

We consider loss functions for multiclass prediction problems. We show when a multiclass loss can be expressed as a "proper composite loss", which is the composition of a proper loss and a link function. We extend existing results for binary losses to mul

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
URI: http://hdl.handle.net/1885/39622
Source: Advances in Neural Information Processing Systems 23

Download

File Description SizeFormat Image
01_Vernet_Composite_Multiclass_Los_2011.pdf469.95 kBAdobe PDF    Request a copy
Show full item record


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator