%0 Journal Article
%1 citeulike:2146554
%A Tsoumakas, G.
%A Katakis, I.
%D 2007
%E Taniar, David
%I Idea Group Publishing
%J International Journal of Data Warehouse and Mining
%K classification learning machine ml multi_label survey
%N 3
%P 1--13
%T Multi Label Classification: An Overview
%V 3
%X 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.