عنوان
پدید آورنده
موضوع
رده
TK7882.P3
TK7882
.
P3
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1119079330
(Number (ISBN
1119079373
(Number (ISBN
1119079500
(Number (ISBN
9781119079330
(Number (ISBN
9781119079378
(Number (ISBN
9781119079507
Erroneous ISBN
1118999738
Erroneous ISBN
9781118999738
Erroneous ISBN
9781119079507
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Error estimation for pattern recognition /
General Material Designation
[Book]
First Statement of Responsibility
Ulisses M. Braga-Neto, Edward R. Dougherty
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
SERIES
Series Title
IEEE Press Series on Biomedical Engineering
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
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
0
SUMMARY OR ABSTRACT
Text of Note
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
OTHER EDITION IN ANOTHER MEDIUM
Title
Error Estimation for Pattern Recognition
International Standard Book Number
9781119079507
TOPICAL NAME USED AS SUBJECT
Computer vision.
Image processing-- Digital techniques.
Optical pattern recognition.
Pattern recognition systems.
Biomedical engineering-- Congresses.
Image processing-- Digital techniques.
Optical pattern recognition.
(SUBJECT CATEGORY (Provisional
COM-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
4
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK7882
.
P3
PERSONAL NAME - PRIMARY RESPONSIBILITY
Neto, Ulisses M. Braga
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Dougherty, Edward R.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20160603085611.2
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
