IEICE Transactions on Information and Systems
Online ISSN : 1745-1361
Print ISSN : 0916-8532
Regular Section
Multi-Label Learning Using Mathematical Programming
Hyunki LIMJaesung LEEDae-Won KIM
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2015 Volume E98.D Issue 1 Pages 197-200

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Abstract

We propose a new multi-label feature selection method that does not require the multi-label problem to be transformed into a single-label problem. Using quadratic programming, the proposed multi-label feature selection algorithm provides markedly better learning performance than conventional methods.

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© 2015 The Institute of Electronics, Information and Communication Engineers
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