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Multi-Label Learning Using Mathematical Programming
- Authors
- Lim, Hyunki; Lee, Jaesung; Kim, Dae-Won
- Issue Date
- Jan-2015
- Publisher
- The Institute of Electronics, Information and Communication Engineers
- Keywords
- multi-label learning; feature selection; quadratic programming
- Citation
- Ieice Transactions on Information and Systems, v.E98D, no.1, pp 197 - 200
- Pages
- 4
- Journal Title
- Ieice Transactions on Information and Systems
- Volume
- E98D
- Number
- 1
- Start Page
- 197
- End Page
- 200
- ISSN
- 1745-1361
- 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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