WLV: a confidence-based machine learning method for the GREC-NEG'09 task

Authors:
Constantin Orăsan;Iustin Dornescu
Affiliations:
University of Wolverhampton, UK;University of Wolverhampton, UK
Venue:
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Year:
2009

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Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)

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Abstract

This article presents the machine learning approach used by the University of Wolverhampton in the GREC-NEG'09 task. A classifier based on J48 decision tree and a meta-classifier were used to produce two runs. Evaluation on the development set shows that the meta-classifier achieves a better performance.