Paper Details

  • Title:

    Multi Label Classification: An Overview

  • Author(s):

    Grigorios Tsoumakas, I. Katakis

  • Keywords: Multi-Label Classification, Classfication.
  • Abstract:

    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.

  • Category: Journal Papers
  • Tags: Before 2008 Tsoumakas Katakis