The learning-curve method applied to clustering

Christopher Meek, Bo Thiesson, and David Heckerman

Abstract

We describe novel fast learning curve method - methods for scaling inductive methods to large data sets - and their application to clustering. We describe the decision theoretic underpinnings of the approach and demonstrate significant performance gains on two real-world data sets.

Details

Publication typeInproceedings
Published inProceedings of Eighth International Workshop on Artificial Intelligence and Statistics
Pages85-91
PublisherMorgan Kaufmann Publishers
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