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Composite Multiclass Losses

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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
Access Rights: Open Access

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