منو
رکورد قبلیرکورد بعدی

" Error estimation for pattern recognition / "


Document Type : BL
Record Number : 662482
Doc. No : dltt
Main Entry : Neto, Ulisses M. Braga
Title & Author : Error estimation for pattern recognition /\ Ulisses M. Braga-Neto, Edward R. Dougherty
Series Statement : IEEE Press Series on Biomedical Engineering
Page. NO : 1 online resource.
ISBN : 9781119079507
: : 1119079500
: : 9781119079330
: : 1119079330
: : 9781119079378
: : 1119079373
: 9781119079507
: 9781118999738
: 1118999738
Bibliographies/Indexes : Includes bibliographical references and index
Contents : Classification -- Error Estimation -- Performance Analysis -- Error Estimation for Discrete Classification -- Distribution Theory -- Gaussian Distribution Theory: Univariate Case -- Gaussian Distribution Theory: Multivariate Case -- Bayesian MMSE Error Estimation -- Basic Probability Review -- Vapnik-Chervonenkis Theory -- Double Asymptotics
Abstract : This book is the first of its kind to discuss error estimation with a model-based approach. From the basics of classifiers and error estimators to more specialized classifiers, it covers important topics and essential issues pertaining to the scientific validity of pattern classification. Includes the latest results on accuracy of error estimation Analyzes the performance of cross-validation and bootstrap error estimators using simulation and model-based approaches End-of-chapter exercises Highly interactive computer-based exercises
Subject : Pattern recognition systems.
Subject : Optical pattern recognition.
Subject : Computer vision.
Subject : Image processing-- Digital techniques.
Subject : Biomedical engineering-- Congresses.
Subject : Image processing-- Digital techniques.
Subject : Optical pattern recognition.
Dewey Classification : ‭006.4‬
LC Classification : ‭TK7882.P3‬
Added Entry : Dougherty, Edward R.
Added Entry : Ohio Library and Information Network.
copyhttps://lib.clisel.com/site/catalogue/662482
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