Cost-Sensitive Machine Learning

by Yu , Krishnapuram , Balaji Krishnapuram, Shipeng Yu and R. Bharat Rao

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Hardback

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Cost-Sensitive Machine Learning

Synopsis

The first comprehensive source on cost-sensitive learning, this reference focuses on various research domains in machine learning that attempt to solve cost-sensitive learning with simplifying assumptions. The book explicitly deals with tradeoffs between the various costs and benefits inherent in many domains of machine learning research, including semisupervised learning, active learning...

Product details

ISBN:: 9781439839256
Category:: Machine Learning
Format:: Hardback
Publication Date:: 2011-12-09
Publisher:: CRC PRESS INC
Editor:: Krishnapuram, Balaji Yu, Shipeng Rao, R. Bharat
Illustrations:: 57 black & white illustrations, 9 black & white tables
Country of origin:: GBR
Pages:: 331
Pagination:: 330 pages, 57 black & white illustrations, 9 black & white table
Dimensions (mm):: 235 x 156
Weight:: 1g