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Volumn , Issue , 2006, Pages 34-39

Naive bayes classification given probability estimation trees

Author keywords

Classification; Decision tree; Hybrid classification model; Naive bayes; Probability estimation tree

Indexed keywords

BAYESIAN NETWORKS; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION;

EID: 40349086052     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2006.36     Document Type: Conference Paper
Times cited : (24)

References (11)
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  • 3
    • 1942514832 scopus 로고    scopus 로고
    • Learning decison trees using the area under the ROC curve
    • Sydney, Australia, pp, Morgan Kaufmann
    • C. Ferri, P.A. Flach and J. Hernández-Orallo. Learning decison trees using the area under the ROC curve. Proceedings of the ICML-02. Sydney, Australia, pp. 139-146, Morgan Kaufmann, 2002.
    • (2002) Proceedings of the ICML-02 , pp. 139-146
    • Ferri, C.1    Flach, P.A.2    Hernández-Orallo, J.3
  • 4
    • 9444294057 scopus 로고    scopus 로고
    • Improving the AUC of Probabilistic Estimation Trees
    • The Proceedings of ECML2003
    • C. Ferri, P.A. Flach and J. Hernández-Orallo. Improving the AUC of Probabilistic Estimation Trees. The Proceedings of ECML2003, LNAI 2837, pp. 121-132, 2003.
    • (2003) LNAI , vol.2837 , pp. 121-132
    • Ferri, C.1    Flach, P.A.2    Hernández-Orallo, J.3
  • 5
    • 0002900357 scopus 로고    scopus 로고
    • The case against accuracy estimation for comparing induction algorithms
    • J. Shavlik, editor
    • F. Provost, T. Fawcett, and R. Kohavi. The case against accuracy estimation for comparing induction algorithms. in J. Shavlik, editor, Prced. of ICML98, pp. 445-453, 1998.
    • (1998) Prced. of ICML98 , pp. 445-453
    • Provost, F.1    Fawcett, T.2    Kohavi, R.3
  • 6
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based ranking
    • F. Provost and P. Domingos. Tree induction for probability-based ranking. Machine Learning. 52, 199-215, 2003.
    • (2003) Machine Learning , vol.52 , pp. 199-215
    • Provost, F.1    Domingos, P.2
  • 7
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    • Decision tree learning with fuzzy labels
    • Z. Qin and J. Lawry. Decision tree learning with fuzzy labels. Information Sciences. 172/1-2, pp. 91-129, 2005.
    • (2005) Information Sciences , vol.172 , Issue.1-2 , pp. 91-129
    • Qin, Z.1    Lawry, J.2
  • 8
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan. Induction of decision trees. Machine Learning 1: 81-106. 1986
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.