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Textbook

Pattern Classification, 2nd Edition

ISBN: 978-0-471-05669-0
Hardcover
688 pages
November 2000, ©2001
List Price: US $189.25
Government Price: US $126.04
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Pattern Classification, 2nd Edition (0471056693) cover image

Bayesian Decision Theory.

Maximum-Likelihood and Bayesian Parameter Estimation.

Nonparametric Techniques.

Linear Discriminant Functions.

Multilayer Neural Networks.

Stochastic Methods.

Nonmetric Methods.

Algorithm-Independent Machine Learning.

Unsupervised Learning and Clustering.

Appendix.

Index.
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