عنوان
پدید آورنده
موضوع
رده
Q325.5 .K85 2011
Q325
.
5
.
K85
2011
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9780470641835 (cloth)
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
313615
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
An elementary introduction to statistical learning theory
General Material Designation
[Electronic]
First Statement of Responsibility
/ Sanjeev Kulkarni, Gilbert Harman
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken, N.J.
Name of Publisher, Distributor, etc.
: Wiley
Date of Publication, Distribution, etc.
, c2011.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiv, 209 p.
Other Physical Details
: ill. ; 24 cm.
SERIES
Series Title
(Wiley series in probability and statistics)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and indexes
CONTENTS NOTE
Text of Note
Introduction: Classification, Learning, Features, and Applications -- Probability -- Probability Densities -- The Pattern Recognition Problem -- The Optimal Bayes Decision Rule -- Learning from Examples -- The Nearest Neighbor Rule -- Kernel Rules -- Neural Networks: Perceptrons -- Multilayer Networks -- PAC Learning -- VC Dimension -- Infinite VC Dimension -- The Function Estimation Problem -- Learning Function Estimation -- Simplicity -- Support Vector Machines -- Boosting -- Bibliography
SERIES
Title
Wiley series in probability and statistics
TOPICAL NAME USED AS SUBJECT
Machine learning -- Statistical methods
Pattern recognition systems
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/1
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q325
.
5
Book number
.
K85
2011
PERSONAL NAME - PRIMARY RESPONSIBILITY
Kulkarni, Sanjeev.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Harman, Gilbert
ORIGINATING SOURCE
Country
ایران
Agency
Central Library of the University of Kurdistan
LOCATION AND CALL NUMBER
Call Number
006.3/1
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
B3600A60-4309-4A9E-873D-A568E792B9EE.pdf
old catalog
e
BL
1
a
Y
