TY - CONF ID - loza10mlie T1 - An Evaluation of Multilabel Classification for the Automatic Annotation of Texts A1 - Loza Mencía, Eneldo ED - Atzmüller, Martin ED - Benz, Dominik ED - Hotho, Andreas ED - Stumme, Gerd TI - Proceedings of the LWA 2010: Lernen, Wissen, Adaptivität, Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML 2010) Y1 - 2010 SP - 121 EP - 123 CY - Kassel UR - http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf N2 - This article presents the formulation of an information extraction as a multilabel classification problem. This representation allows for exploiting annotation overlappings and correlations. The standard multiclass approach is compared to different multilabel classification algorithms. ER -