• DocumentCode
    3438815
  • Title

    Valuation of Partly Disclosed Datasets for Prediction

  • Author

    Tsubaki, Hiroe

  • Author_Institution
    Dept. of Data Sci., Inst. of Stat. Math., Tokyo, Japan
  • fYear
    2013
  • fDate
    7-10 Dec. 2013
  • Firstpage
    733
  • Lastpage
    734
  • Abstract
    After the author introduces a basic statistical approach to evaluate the value of informative data for prediction, he will generalize the approach to the partly disclosed data. He will also illustrate a simple regression example to clarify his idea.
  • Keywords
    data handling; regression analysis; basic statistical approach; generalization; informative data value; partly disclosed datasets valuation; prediction; simple regression example; Conferences; Cost accounting; Data mining; Gaussian distribution; Probability density function; Random variables; Conditional distribution; Opportunity loss; Pay-off function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on
  • Conference_Location
    Dallas, TX
  • Print_ISBN
    978-1-4799-3143-9
  • Type

    conf

  • DOI
    10.1109/ICDMW.2013.148
  • Filename
    6753993
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3438815