Pattern classification / by Richard O. Duda, Peter E. Hart [and] David G. Stork.

By: Duda, Richard OContributor(s): Hart, Peter E | Stork, David GMaterial type: TextTextPublisher: New Delhi : Wiley, 2006cEdition: 2nd edDescription: vii, 654 p. : ill. ; 27 cmISBN: 9788126511167 (pbk)Subject(s): Pattern recognition systems | Statistical decision | Pattern Recognition, Automated | Statistics as TopicDDC classification: 006.4
Partial contents:
Introduction -- 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 -- Mathematical foundations.
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Item type Current location Call number Status Date due Barcode Item holds
Books Books Namal Library
Computer Science
006.4 DUD-P 2006 3208 (Browse shelf) Available 0003208
Total holds: 0

Index present

Includes bibliographical references and index.

Introduction -- 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 -- Mathematical foundations.

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