• DocumentCode
    3088822
  • Title

    Error estimation of the Gaussian ML classifier

  • Author

    Lee, Chulhee

  • Author_Institution
    Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea
  • fYear
    1997
  • fDate
    29 Jun-4 Jul 1997
  • Firstpage
    535
  • Abstract
    We investigate the relationship between the classification error and the Bhattacharyya distance of two normally distributed classes and propose a new formula which provides a much better error estimation of the Gaussian ML classifier
  • Keywords
    normal distribution; Bhattacharyya distance; Gaussian ML classifier; classification error; error estimation; normally distributed classes; Error analysis; Gaussian distribution; Hydrogen; Maximum likelihood estimation; Pattern recognition; Sampling methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory. 1997. Proceedings., 1997 IEEE International Symposium on
  • Conference_Location
    Ulm
  • Print_ISBN
    0-7803-3956-8
  • Type

    conf

  • DOI
    10.1109/ISIT.1997.613472
  • Filename
    613472
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3088822