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Ensemble methods- [electronic resource] : foundations and algorithms
Ensemble methods- [electronic resource] : foundations and algorithms
- 자료유형
- 단행본
- International Standard Book Number
- 9781439830055 (electronic bk.)
- International Standard Book Number
- 1439830053 (electronic bk.)
- International Standard Book Number
- 9781439830031 (hardback)
- International Standard Book Number
- 1439830037 (hardback)
- Library of Congress Call Number
- QA278.4-.Z47 2012
- Dewey Decimal Classification Number
- 519.5/35-23
- Main Entry-Personal Name
- Zhou, Zhi-Hua Ph D
- Publication, Distribution, etc. (Imprint
- Boca Raton, FL : Taylor & Francis, 2012
- Physical Description
- 1 online resource.
- Series Statement
- Chapman & Hall/CRC machine learning & pattern recognition series
- Bibliography, Etc. Note
- Includes bibliographical references and index.
- Formatted Contents Note
- 완전내용Boosting -- Bagging -- Combination Methods -- Diversity -- Ensemble Pruning -- Clustering Ensembles -- Advanced Topics.
- Summary, Etc.
- 요약"This comprehensive book presents an in-depth and systematic introduction to ensemble methods for researchers in machine learning, data mining, and related areas. It helps readers solve modem problems in machine learning using these methods. The author covers the spectrum of research in ensemble methods, including such famous methods as boosting, bagging, and rainforest, along with current directions and methods not sufficiently addressed in other books. Chapters explore cutting-edge topics, such as semi-supervised ensembles, cluster ensembles, and comprehensibility, as well as successful applications"--해제Provided by publisher.
- Subject Added Entry-Topical Term
- Multiple comparisons (Statistics)
- Subject Added Entry-Topical Term
- Set theory
- Subject Added Entry-Topical Term
- Mathematical analysis
- Subject Added Entry-Topical Term
- BUSINESS & ECONOMICS / Statistics.
- Subject Added Entry-Topical Term
- COMPUTERS / Database Management / Data Mining.
- Subject Added Entry-Topical Term
- COMPUTERS / Machine Theory.
- Subject Added Entry-Topical Term
- MATHEMATICS / Probability & Statistics / Multivariate Analysis.
- Additional Physical Form Entry
- Print VersionZhou, Zhi-Hua, Ph. D. Ensemble methods. Boca Raton, FL : Taylor & Francis, 2012 9781439830031 (DLC) 2012014555 (OCoLC)449889669
- Series Added Entry-Uniform Title
- Chapman & Hall/CRC machine learning & pattern recognition series.
- Electronic Location and Access
- 로그인을 한후 보실 수 있는 자료입니다.
- Control Number
- joongbu:397512
