[BibTeX] [RIS]
An Evaluation of Multilabel Classification for the Automatic Annotation of Texts
Type of publication: Inproceedings
Citation: loza10mlie
Booktitle: Proceedings of the LWA 2010: Lernen, Wissen, Adaptivität, Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML 2010)
Year: 2010
Month: October
Pages: 121-123
Location: Kassel
URL: http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf
Abstract: 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.
Authors Loza Mencía, Eneldo
Editors Atzmüller, Martin
Benz, Dominik
Hotho, Andreas
Stumme, Gerd
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