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Volumn 4815 LNCS, Issue , 2007, Pages 11-16

Robust approach for estimating probabilities in Naive-Bayes classifier

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; NUMERICAL METHODS; PROBABILITY DISTRIBUTIONS; ROBUST CONTROL;

EID: 38149139431     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77046-6_2     Document Type: Conference Paper
Times cited : (15)

References (15)
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    • (1991) Machine Learning , vol.6 , pp. 37-66
    • Aha, D.1    Kibler, D.2
  • 2
    • 37749034335 scopus 로고
    • On changing continuous attributes into ordered discrete attributes
    • Session on Learning, pp
    • Catlett, J.: On changing continuous attributes into ordered discrete attributes. In: Proceedings of the European Working Session on Learning, pp. 164-178 (1991)
    • (1991) Proceedings of the European Working , pp. 164-178
    • Catlett, J.1
  • 4
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • Domingos, P., Pazzani, M.: On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning. 29, 103-130 (1997)
    • (1997) Machine Learning , vol.29 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 12
    • 38149039339 scopus 로고    scopus 로고
    • Newman, D.J., Hettich, S., Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases. University of California, Irvine, CA, Department of Information and Computer Science. (1998), http://www.ics.uci.edu/mlearn/ MLRepository.html
    • Newman, D.J., Hettich, S., Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases. University of California, Irvine, CA, Department of Information and Computer Science. (1998), http://www.ics.uci.edu/mlearn/ MLRepository.html
  • 13
    • 38149074731 scopus 로고    scopus 로고
    • Quinlan, R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA (1993)
    • Quinlan, R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA (1993)
  • 14
    • 3543091248 scopus 로고    scopus 로고
    • A Comparative Study of Discretization Methods for NaiveBayes Classifiers
    • Tokyo, Japan, pp
    • Yang, Y., Webb, G.: A Comparative Study of Discretization Methods for NaiveBayes Classifiers. In: Proceedings of the Pacific Rim Knowledge Acquisition Workshop, Tokyo, Japan, pp. 159-173 (2002)
    • (2002) Proceedings of the Pacific Rim Knowledge Acquisition Workshop , pp. 159-173
    • Yang, Y.1    Webb, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.