Labelling strategies for hierarchical multi-label classification techniques

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Labelling strategies for hierarchical multi-label classification techniques

Many hierarchical multi-label classiﬁcation systems predict a real valued score for every (instance, class) couple, with a higher score reﬂecting more conﬁdence that the instance belongs to that class. These classiﬁers leave the conversion of these scores to an actual label set to the user, who appl...

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Bibliographic Details
Main Authors:	Triguero, Isaac, Vens, Celine
Format:	Article
Published:	Elsevier 2016
Subjects:	Hierarchical multi-label classification; Threshold optimisation; Hierarchical loss; HMC-loss; F-measure
Online Access:	https://eprints.nottingham.ac.uk/33847/

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