Multi-Label Classification
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- Grigorios Tsoumakas
- Aristotle University of Thessaloniki, Greece
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- Ioannis Katakis
- Aristotle University of Thessaloniki, Greece
Bibliographic Information
- Other Title
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- An Overview
Description
<p>Multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization, and semantic scene classification. This article introduces the task of multi-label classification, organizes the sparse related literature into a structured presentation and performs comparative experimental results of certain multilabel classification methods. It also contributes the definition of concepts for the quantification of the multi-label nature of a data set.</p>
Journal
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- International Journal of Data Warehousing and Mining
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International Journal of Data Warehousing and Mining 3 (3), 1-13, 2007-07-01
IGI Global
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Details 詳細情報について
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- CRID
- 1363388844145903872
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- ISSN
- 15483932
- 15483924
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- Data Source
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- Crossref