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Volumn , Issue , 2004, Pages

AUC optimization vs. Error rate minimization

Author keywords

[No Author keywords available]

Indexed keywords

OPTIMIZATION;

EID: 84897965802     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (362)

References (15)
  • 4
    • 1942514832 scopus 로고    scopus 로고
    • Learning decision trees using the area under the ROC curve
    • Morgan Kaufmann
    • C. Ferri, P. Flach, and J. Herńandez-Orallo. Learning decision trees using the area under the ROC curve. In ICML-2002.Morgan Kaufmann, 2002.
    • (2002) ICML-2002
    • Ferri, C.1    Flach, P.2    Herńandez-Orallo, J.3
  • 5
    • 0842290958 scopus 로고    scopus 로고
    • An efficient boosting algorithm for combining preferences
    • Morgan Kaufmann, San Francisco, US
    • Y. Freund, R. Iyer, R. E. Schapire, and Y. Singer. An efficient boosting algorithm for combining preferences. In ICML-98. Morgan Kaufmann, San Francisco, US, 1998.
    • (1998) ICML-98
    • Freund, Y.1    Iyer, R.2    Schapire, R.E.3    Singer, Y.4
  • 8
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J. A. Hanley and B. J. McNeil. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 1982.
    • (1982) Radiology
    • Hanley, J.A.1    Mcneil, B.J.2
  • 12
    • 0002009113 scopus 로고    scopus 로고
    • Analysis and visualization of classifier performance: Comparison under imprecise class and cost distribution
    • AAAI
    • F. Provost and T. Fawcett. Analysis and visualization of classifier performance: Comparison under imprecise class and cost distribution. In KDD-97. AAAI, 1997.
    • (1997) KDD-97
    • Provost, F.1    Fawcett, T.2
  • 14
    • 0035789626 scopus 로고    scopus 로고
    • Evaluation of prediction models for marketing campaigns
    • ACM Press
    • S. Rosset, E. Neumann, U. Eick, N. Vatnik, and I. Idan. Evaluation of prediction models for marketing campaigns. In KDD-2001. ACM Press, 2001.
    • (2001) KDD-2001
    • Rosset, S.1    Neumann, E.2    Eick, U.3    Vatnik, N.4    Idan, I.5
  • 15
    • 85048429787 scopus 로고    scopus 로고
    • Optimizing classifier performance via the wilcoxon-mann-whitney statistics
    • L. Yan, R. Dodier, M. C. Mozer, and R. Wolniewicz. Optimizing Classifier Performance Via the Wilcoxon-Mann-Whitney Statistics. In ICML-2003, 2003.
    • (2003) ICML-2003
    • Yan, L.1    Dodier, R.2    Mozer, M.C.3    Wolniewicz, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.