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JDWM
2007

Multi-Label Classification: An Overview

13 years 3 months ago
Multi-Label Classification: An Overview
Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene classification. This paper introduces the task of multi-label classification, organizes the sparse related literature into a structured presentation and performs comparative experimental results of certain multi-label classification methods. It also contributes the definition of concepts for the quantification of the multi-label nature of a data set.
Grigorios Tsoumakas, Ioannis Katakis
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2007
Where JDWM
Authors Grigorios Tsoumakas, Ioannis Katakis
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