Zusammenfassung

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.

Beschreibung

CiteULike: Multi Label Classification: An Overview

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BibTeX-Schlüssel:
citeulike:2146554
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