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Volumn , Issue , 2011, Pages 233-240

Online AUC maximization

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE ROC CURVE; CLASSIFICATION ACCURACY; CLASSIFICATION PERFORMANCE; EXPERIMENTAL STUDIES; IMBALANCED DATA; ONLINE LEARNING; ONLINE LEARNING ALGORITHMS; PERFORMANCE GUARANTEES; SAMPLING TECHNIQUE; TRAINING EXAMPLE;

EID: 80053451407     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (237)

References (20)
  • 1
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the roc curve in the evaluation of machine learning algorithms
    • Bradley, Andrew P. The use of the area under the roc curve in the evaluation of machine learning algorithms. Pattern Recognition, 30(7):1145-1159, 1997.
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 5
    • 0141496132 scopus 로고    scopus 로고
    • Ultraconservative online algorithms for multiclass problems
    • Crammer, Koby and Singer, Yoram. Ultraconservative online algorithms for multiclass problems. Journal of Machine Learning Research, 3:951-991, 2003.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 951-991
    • Crammer, K.1    Singer, Y.2
  • 10
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • Freund, Yoav and Schapire, Robert E. Large margin classification using the perceptron algorithm. Mach. Learn., 37(3):277-296, 1999.
    • (1999) Mach. Learn. , vol.37 , Issue.3 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 11
    • 84868111801 scopus 로고    scopus 로고
    • A new approximate maximal margin classification algorithm
    • Gentile, Claudio. A new approximate maximal margin classification algorithm. Journal of Machine Learning Research, 2:213-242, 2001.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 213-242
    • Gentile, C.1
  • 12
    • 0020083498 scopus 로고
    • The meaning and use of the area under of receiver operating characteristic (roc) curve
    • Hanley, James A. and McNeil, Barbara J. The meaning and use of the area under of receiver operating characteristic (roc) curve. In Radiology, 1982.
    • (1982) Radiology
    • Hanley, J.A.1    McNeil, B.J.2
  • 17
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • Rosenblatt, F. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65:386-407, 1958.
    • (1958) Psychological Review , vol.65 , pp. 386-407
    • Rosenblatt, F.1
  • 18
    • 0022026217 scopus 로고
    • Random sampling with a reservoir
    • Vitter, Jeffrey Scott. Random sampling with a reservoir. ACM Trans. Math. Softw., 11(1):37-57, 1985.
    • (1985) ACM Trans. Math. Softw. , vol.11 , Issue.1 , pp. 37-57
    • Vitter, J.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.