Material Type  

 단행본

Date and Time of Latest Transaction  

20121210094823

ISBN  

9781439830055 (electronic bk.)

ISBN  

1439830053 (electronic bk.)

ISBN  

9781439830031 (hardback)

ISBN  

1439830037 (hardback)

LC Callnumber  

QA278.4-.Z47 2012

DDC  

519.5/35-23

Author  

Zhou, Zhi-Hua Ph D

Title/Author  

Ensemble methods - [electronic resource] : foundations and algorithms : Zhi-Hua Zhou

Publish Info  

Boca Raton, FL : Taylor & Francis, 2012

Material Info  

1 online resource.

총서명  

Chapman & Hall/CRC machine learning & pattern recognition series

서지주기  

Includes bibliographical references and index.

Formatted Contents Note  

완전내용Boosting -- Bagging -- Combination Methods -- Diversity -- Ensemble Pruning -- Clustering Ensembles -- Advanced Topics.

Abstracts/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