عنوان
پدید آورنده
موضوع
رده
Q325.5 .E568 2019
Q325
.
5
.
E568
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1119421551
(Number (ISBN
1119421578
(Number (ISBN
9781119421559
(Number (ISBN
9781119421573
Erroneous ISBN
9781119421092
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Ensemble classification methods with applications in R /
General Material Designation
[Book]
First Statement of Responsibility
edited by Esteban Alfaro, Matías Gámez and Noelia García.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken, NJ :
Name of Publisher, Distributor, etc.
John Wiley & Sons, Inc.,
Date of Publication, Distribution, etc.
2019.
Date of Publication, Distribution, etc.
©2019
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xix, 200 pages)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Limitation of the individual classifiers -- Ensemble classifiers methods -- Classification with individual and ensemble trees in R -- Bankrupcty prediction through ensemble trees -- Experiments with adabag in biology classification tasks -- Generalization bounds for ranking algorithms -- Classification and regression trees for analysing irrigation decisions -- Boosted rule learner and its properties -- Credit scoring with individuals and ensemble trees -- An overview of multiple classifier systems based on Generalized Additive Models.
0
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Wiley
Stock Number
9781119421559
OTHER EDITION IN ANOTHER MEDIUM
Title
Ensemble classification methods with applications in R.
International Standard Book Number
9781119421092
TOPICAL NAME USED AS SUBJECT
Machine learning-- Statistical methods.
R (Computer program language)
COMPUTERS-- General.
Machine learning-- Statistical methods.
R (Computer program language)
(SUBJECT CATEGORY (Provisional
COM-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/1
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q325
.
5
Book number
.
E568
2019
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Alfaro, Esteban,1977-
Gámez, Matías,1966-
García, Noelia,1973-
ORIGINATING SOURCE
Date of Transaction
20200822153748.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
