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Boosting : foundations and algorithms / [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Schapire, Robert E. Freund, Yoav. |
| 서명/저자사항 | Boosting[electronic resource] :foundations and algorithms /Robert E. Schapire and Yoav Freund. |
| 발행사항 | Cambridge, MA : MIT Press, c2012. |
| 형태사항 | 1 online resource (xv, 526 p.) : ill. |
| 총서사항 | Adaptive computation and machine learning |
| ISBN | 9780262301183 (electronic bk.) 0262301180 (electronic bk.) |
| 기타표준부호 | 9786613655288 |
| 서지주기 | Includes bibliographical references and index. |
| 내용주기 | Foundations 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. |
| 일반주제명 | Boosting (Algorithms) Supervised learning (Machine learning) COMPUTERS / Enterprise Applications / Business Intelligence Tools. COMPUTERS / Intelligence (AI) & Semantics. Boosting (Algorithms). Supervised learning (Machine learning). |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Schapire, Robert E.Boosting.Cambridge, MA : MIT Press, c20129780262017183 |
| 대출바로가기 | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=458478 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00002280 | 006.3/1 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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