Multi-Label Classification

Grigorios Tsoumakas, Ioannis Katakis

doi:10.4018/jdwm.2007070101

Multi-Label Classification

DOI Web Site 被引用文献17件

Grigorios Tsoumakas

Aristotle University of Thessaloniki, Greece
Ioannis Katakis

Aristotle University of Thessaloniki, Greece

書誌事項

タイトル別名

An Overview

説明

<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>