• DocumentCode
    1699739
  • Title

    An improved aggregated one-dependence estimator: On non-rigid cross validation

  • Author

    Deng, Wanyu ; Zheng, Qinghua ; Chen, Lin

  • Author_Institution
    China Dept. of Comput. Sci. & Technol., Xi´´an Jiaotong Univ., Xi ´´an
  • fYear
    2008
  • Firstpage
    270
  • Lastpage
    276
  • Abstract
    This paper proposed an improved Bayesian classifier which holds excellent classification accuracy and proper time cost. More important, the thinking of nonrigid cross validation which is proposed in the paper can be generalized to other fields.
  • Keywords
    Bayes methods; belief networks; learning (artificial intelligence); pattern classification; Naive Bayes; improved Bayesian classifier; nonrigid cross validation; Accuracy; Bayesian methods; Computational efficiency; Computer science; Costs; Error analysis; Niobium; Predictive models; Telecommunications; Terminology; Classifier; Cross Validation; Naïve Bayes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design, 2008. CSCWD 2008. 12th International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4244-1650-9
  • Electronic_ISBN
    978-1-4244-1651-6
  • Type

    conf

  • DOI
    10.1109/CSCWD.2008.4536993
  • Filename
    4536993
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1699739