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Semi-Supervised Text Classification Using EM

Nigam Kamal, McCallum Andrew, and Mitchell Tom

in Semi-Supervised Learning

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262033589
eISBN:
9780262255899
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262033589.003.0003
Subject:
Computer Science, Machine Learning

This chapter explores the use of generative models for semi-supervised learning with labeled and unlabeled data in domains of text classification. The widely used naive Bayes classifier for ... More


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