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Volumn 27, Issue 7, 2006, Pages 830-837

On the optimality of Naïve Bayes with dependent binary features

Author keywords

Dependent binary features; Na ve Bayes classifier (NB); Optimality of NB; Statistical pattern recognition

Indexed keywords

STATISTICAL METHODS;

EID: 33644870376     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2005.12.001     Document Type: Article
Times cited : (66)

References (13)
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    • P. Domingos, and M. Pazzani On the optimality of the simple Bayesian classifier under zero-one loss Machine Learning 29 1997 103 130
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    • Domingos, P.1    Pazzani, M.2
  • 4
    • 0035528674 scopus 로고    scopus 로고
    • Idiot's Bayes-not so stupid after all?
    • D.J. Hand, and K. Yu Idiot's Bayes-not so stupid after all? Internat. Statist. Rev. 69 2001 385 398
    • (2001) Internat. Statist. Rev. , vol.69 , pp. 385-398
    • Hand, D.J.1    Yu, K.2
  • 5
    • 19944378094 scopus 로고    scopus 로고
    • The Naïve Bayes mystery: A classification detective story
    • A. Jamain, and D.J. Hand The Naïve Bayes mystery: a classification detective story Pattern Recognition Lett. 2005
    • (2005) Pattern Recognition Lett.
    • Jamain, A.1    Hand, D.J.2
  • 7
    • 3843106208 scopus 로고    scopus 로고
    • An empirical study of the Naïve Bayes classifier
    • Workshop on "Empirical Methods in A".
    • Rish, I., 2001. An empirical study of the Naïve Bayes classifier. In: Proc. Internat. Joint Conf. on Artificial Intelligence, Workshop on "Empirical Methods in A".
    • (2001) Proc. Internat. Joint Conf. on Artificial Intelligence
    • Rish, I.1
  • 8
    • 2642579693 scopus 로고    scopus 로고
    • An analysis of data characteristics that affect Naïve Bayes performance
    • IBM TJ Watson Research Center
    • Rish, I., Hellerstein, J., Thathachar, J., 2001. An analysis of data characteristics that affect Naïve Bayes performance. Tech. Rep. RC21993, IBM TJ Watson Research Center.
    • (2001) Tech. Rep. , vol.RC21993
    • Rish, I.1    Hellerstein, J.2    Thathachar, J.3
  • 12
    • 0001218846 scopus 로고
    • On the association of attributes in statistics
    • G. Yule On the association of attributes in statistics Phil. Trans. A 194 1900 257 319
    • (1900) Phil. Trans. A , vol.194 , pp. 257-319
    • Yule, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.