자료유형  

 단행본

International Standard Book Number  

9780262301183 (electronic bk.)

International Standard Book Number  

0262301180 (electronic bk.)

International Standard Book Number  

9780262017183

International Standard Book Number  

0262017180

Library of Congress Call Number  

Q325.75-.S33 2012eb

Dewey Decimal Classification Number  

006.3/1-23

Main Entry-Personal Name  

Schapire, Robert E.

Publication, Distribution, etc. (Imprint  

Cambridge, MA : MIT Press, c2012

Physical Description  

1 online resource (xv, 526 p) : ill.

Series Statement  

Adaptive computation and machine learning

Bibliography, Etc. Note  

Includes bibliographical references and index.

Formatted Contents Note  

완전내용Foundations of machine learning -- Using AdaBoost to minimize training error -- Direct bounds on the generalization error -- The margins explanation for boosting's effectiveness -- Game theory, online learning, and boosting -- Loss minimization and generalizations of boosting -- Boosting, convex optimization, and information geometry -- Using confidence-rated weak predictions -- Multiclass classification problems -- Learning to rank -- Attaining the best possible accuracy -- Optimally efficient boosting -- Boosting in continuous time.

Subject Added Entry-Topical Term  

Boosting (Algorithms)

Subject Added Entry-Topical Term  

Supervised learning (Machine learning)

Subject Added Entry-Topical Term  

COMPUTERS / Enterprise Applications / Business Intelligence Tools.

Subject Added Entry-Topical Term  

COMPUTERS / Intelligence (AI) & Semantics.

Subject Added Entry-Topical Term  

Boosting (Algorithms).

Subject Added Entry-Topical Term  

Supervised learning (Machine learning).

Added Entry-Personal Name  

Freund, Yoav.

Additional Physical Form Entry  

Print versionSchapire, Robert E. Boosting. Cambridge, MA : MIT Press, c2012 9780262017183 (DLC) 2011038972 (OCoLC)758388404

Series Added Entry-Uniform Title  

Adaptive computation and machine learning.

Electronic Location and Access  

로그인을 한후 보실 수 있는 자료입니다.

Control Number  

joongbu:422819