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系统号-图书   000594947
ISBN   Link9781119079507
  Link1119079500
  Link9781119079330
  Link1119079330
  Link9781119079378
  Link1119079373
  Link9781119079507
  Link9781118999738
  Link1118999738
LC索书号   TK7882.P3
中图分类号   LinkTP391.4
科图分类号   Link51.925
个人著者   LinkNeto, Ulisses M. Braga, author
题名   LinkError estimation for pattern recognition / Ulisses M. Braga-Neto, Edward R. Dougherty
载体形态   1 online resource
书目附注   Includes bibliographical references and index
格式化内容附   Contents: Classification -- Error Estimation -- Performance Analysis -- Error Estimation for Discrete Classification -- Distribution Theory -- Gaussian Distribution Theory: Univariate Case -- Gaussian Distribution Theory: Multivariate Case -- Bayesian MMSE Error Estimation -- Basic Probability Review -- Vapnik-Chervonenkis Theory -- Double Asymptotics
检索限定附注   Available to OhioLINK libraries
摘要   This book is the first of its kind to discuss error estimation with a model-based approach. From the basics of classifiers and error estimators to more specialized classifiers, it covers important topics and essential issues pertaining to the scientific validity of pattern classification. Includes the latest results on accuracy of error estimation Analyzes the performance of cross-validation and bootstrap error estimators using simulation and model-based approaches End-of-chapter exercises Highly interactive computer-based exercises
LC附加主题   LinkPattern recognition systems
  LinkOptical pattern recognition
  LinkComputer vision
  LinkImage processing -- Digital techniques
主题附加款目   LinkBiomedical engineering -- Congresses
  LinkImage processing -- Digital techniques
  LinkOptical pattern recognition
附加个人名称   LinkDougherty, Edward R.,author
附加团体名称   LinkOhio Library and Information Network
电子资源定位   http://dx.doi.org/10.1002/9781119079507 ; { Connect to resource } 
  http://proxy.ohiolink.edu:9099/login?url=http://dx.doi.org/10.1002/9781119079507 ; { Connect to resource (off-campus) } 
 
 
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