Difference between revisions of "R. Ghani. ICML 2002"

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(Created page with '== Citation == R. Ghani. Combining Labeled and Unlabeled Data for MultiClass Text Categorization. In Proceedings of ICML, 2002. == Online version == [http://citeseerx.ist.psu…')
 
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== Summary ==
 
== Summary ==
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This paper presents a new semi-supervised learning algorithm.
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First it decomposes multi-class classification problem into n binary ones using [[UsesMethod::ECOC]]
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and Co-training is used for learning each individual binary classifier

Revision as of 15:50, 30 November 2010

Citation

R. Ghani. Combining Labeled and Unlabeled Data for MultiClass Text Categorization. In Proceedings of ICML, 2002.

Online version

ECOC and Co-training

Summary

This paper presents a new semi-supervised learning algorithm.

First it decomposes multi-class classification problem into n binary ones using ECOC and Co-training is used for learning each individual binary classifier