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Probabilistic Semi-Supervised Clustering with Constraints

Basu Sugato, Bilenko Mikhail, Banerjee Arindam, and Mooney Raymond

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/9780262033589.003.0005
Subject:
Computer Science, Machine Learning

This chapter discusses a problem resulting from certain clustering tasks from which limited supervision is obtained in the form of pairwise constraints—semi-supervised clustering. Semi-supervised ... More


Measuring accuracy: a new account

Richard Pettigrew

in Accuracy and the Laws of Credence

Published in print:
2016
Published Online:
May 2016
ISBN:
9780198732716
eISBN:
9780191797019
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198732716.003.0005
Subject:
Philosophy, Metaphysics/Epistemology, Philosophy of Science

This chapter presents the preferred characterization of the legitimate inaccuracy measures. It begins by characterizing all of the strictly proper inaccuracy measures. Later, a further condition is ... More


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