Multimedia Content Tagging Using Multilabel Decision Tree
Aiyesha Ma, Ishwar K. Sethi, Nilesh V. Patel · 2009
This paper formulates the automated tagging of media as a multilabel classification problem. An induction method for creating a multilabel decision tree is presented, then applied to the problem of identifying emotions associated with music clips. The results are compared to two other multilabel classification approaches (CLUS [26] and RAKEL [24]), and the proposed approach is shown to produce better results using a variety of performance measures.