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Volumn 4682 LNAI, Issue , 2007, Pages 475-484

Scaling up the accuracy of bayesian network classifiers by M-estimate

Author keywords

Bayesian network classifiers; Classification; Laplace estimate; M estimate; Probability estimation

Indexed keywords

COMPUTATIONAL METHODS; PROBABILITY; PROBLEM SOLVING;

EID: 38049008532     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74205-0_52     Document Type: Conference Paper
Times cited : (10)

References (10)
  • 1
    • 0001019707 scopus 로고    scopus 로고
    • Learning Bayesian Networks is NP-Complete
    • Fisher, D. and Lenz, H, editors:, Springer-Verlag, New York
    • Chickering, D. M.: Learning Bayesian Networks is NP-Complete. In: Fisher, D. and Lenz, H., editors: Learning from Data: Artificial Intelligence and Statistics. Springer-Verlag, New York (1996) 121-130
    • (1996) Learning from Data: Artificial Intelligence and Statistics , pp. 121-130
    • Chickering, D.M.1
  • 4
    • 14844351034 scopus 로고    scopus 로고
    • Not so Naive Bayes: Aggregating One-Dependence Estimators
    • Webb, G. I., Boughton, J., Wang, Z.: Not so Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58 (2005) 5-24
    • (2005) Machine Learning , vol.58 , pp. 5-24
    • Webb, G.I.1    Boughton, J.2    Wang, Z.3
  • 8
    • 38049078819 scopus 로고    scopus 로고
    • UCI Repository of Machine Learning Databases
    • University of California, Irvine
    • Merz, C., Murphy, P., Aha, D.: UCI Repository of Machine Learning Databases. In Dept of ICS, University of California, Irvine (1997) http://www.ics.uci.edu/mlearn/MLRepository.html
    • (1997) Dept of ICS
    • Merz, C.1    Murphy, P.2    Aha, D.3
  • 10
    • 38049048126 scopus 로고    scopus 로고
    • Quinlan, J. R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)
    • Quinlan, J. R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.