Pattern classification /
Duda, Richard O.
Pattern classification / by Richard O. Duda, Peter E. Hart [and] David G. Stork. - 2nd ed. - New Delhi : Wiley, 2006c. - vii, 654 p. : ill. ; 27 cm.
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.
9788126511167 (pbk)
Pattern recognition systems.
Statistical decision.
Pattern Recognition, Automated.
Statistics as Topic.
006.4 / DUD-P 2006 3208
Pattern classification / by Richard O. Duda, Peter E. Hart [and] David G. Stork. - 2nd ed. - New Delhi : Wiley, 2006c. - vii, 654 p. : ill. ; 27 cm.
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.
9788126511167 (pbk)
Pattern recognition systems.
Statistical decision.
Pattern Recognition, Automated.
Statistics as Topic.
006.4 / DUD-P 2006 3208