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Volumn , Issue , 2008, Pages

Boosting the area under the ROC curve

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE ROC CURVE; MISCLASSIFICATIONS; NOISE TOLERANTS;

EID: 85162043922     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (16)

References (12)
  • 1
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • PII S0031320396001422
    • A. P. Bradley. Use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition, 30:1145-1159, 1997. (Pubitemid 127406521)
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 2
    • 10844275086 scopus 로고    scopus 로고
    • AUC optimization vs. error rate minimzation
    • C. Cortes and M. Mohri. AUC optimization vs. error rate minimzation. In NIPS 2003, 2003.
    • (2003) NIPS 2003
    • Cortes, C.1    Mohri, M.2
  • 3
    • 0345438685 scopus 로고    scopus 로고
    • ROC graphs: Notes and practical considerations for researchers
    • T. Fawcett. ROC graphs: Notes and practical considerations for researchers. Technical Report HPL-2003-4, HP, 2003.
    • (2003) Technical Report HPL-2003-4, HP
    • Fawcett, T.1
  • 5
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
    • Y. Freund and R. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1):119-139, 1997. (Pubitemid 127433398)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 6
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J. Hanley and B. McNeil. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143(1):29-36, 1982. (Pubitemid 12142173)
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 7
    • 24644494284 scopus 로고    scopus 로고
    • Boosting in the presence of noise
    • DOI 10.1016/j.jcss.2004.10.015, PII S0022000004001382
    • A. Kalai and R. Servedio. Boosting in the presence of noise. Journal of Computer & System Sciences, 71(3):266-290, 2005. Preliminary version in Proc. STOC'03. (Pubitemid 41278181)
    • (2005) Journal of Computer and System Sciences , vol.71 , Issue.3 , pp. 266-290
    • Kalai, A.T.1    Servedio, R.A.2
  • 10
    • 0002900357 scopus 로고    scopus 로고
    • The case against accuracy estimation for comparing induction algorithms
    • F. Provost, T. Fawcett, and Ron Kohavi. The case against accuracy estimation for comparing induction algorithms. ICML, 1998.
    • (1998) ICML
    • Provost, F.1    Fawcett, T.2    Kohavi, R.3
  • 11
    • 33745786109 scopus 로고    scopus 로고
    • Margin-based ranking meets boosting in the middle
    • C. Rudin, C. Cortes, M. Mohri, and R. E. Schapire. Margin-based ranking meets boosting in the middle. COLT, 2005.
    • (2005) COLT
    • Rudin, C.1    Cortes, C.2    Mohri, M.3    Schapire, R.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.