메뉴 건너뛰기




Volumn 3559 LNAI, Issue , 2005, Pages 63-78

Margin-based ranking meets boosting in the middle

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; LEARNING SYSTEMS; OPTIMIZATION; PERFORMANCE; PROBLEM SOLVING;

EID: 26944478552     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11503415_5     Document Type: Conference Paper
Times cited : (45)

References (15)
  • 3
    • 57349175767 scopus 로고    scopus 로고
    • An empirical comparison of supervised learning algorithms using difference performance metrics
    • Cornell University
    • Rich Caruana and Alexandru Niculescu-Mizil. An empirical comparison of supervised learning algorithms using difference performance metrics. Technical Report TR2005-1973, Cornell University, 2005.
    • (2005) Technical Report , vol.TR2005-1973
    • Caruana, R.1    Niculescu-Mizil, A.2
  • 4
    • 0036643072 scopus 로고    scopus 로고
    • Logistic regression, Ada-Boost and Bregman distances
    • Michael Collins, Robert E. Schapire, and Yoram Singer. Logistic regression, Ada-Boost and Bregman distances. Machine Learning, 48(1/2/3), 2002.
    • (2002) Machine Learning , vol.48 , Issue.1-3
    • Collins, M.1    Schapire, R.E.2    Singer, Y.3
  • 6
    • 0036071370 scopus 로고    scopus 로고
    • On the mathematical foundations of learning
    • Felipe Cucker and Steve Smale. On the mathematical foundations of learning. Bull. Amer. Math. Soc., (39):1-49, 2002.
    • (2002) Bull. Amer. Math. Soc. , Issue.39 , pp. 1-49
    • Cucker, F.1    Smale, S.2
  • 8
    • 0002267135 scopus 로고    scopus 로고
    • Adaptive game playing using multiplicative weights
    • Yoav Freund and Robert E. Schapire. Adaptive game playing using multiplicative weights. Games and Economic Behavior, 29:79-103, 1999.
    • (1999) Games and Economic Behavior , vol.29 , pp. 79-103
    • Freund, Y.1    Schapire, R.E.2
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • April
    • Jerome Friedman, Trevor Hastie, and Robert Tibshirani. Additive logistic regression: A statistical view of boosting. The Annals of Statistics, 38(2):337-374, April 2000.
    • (2000) The Annals of Statistics , vol.38 , Issue.2 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 10
    • 0036104545 scopus 로고    scopus 로고
    • Empirical margin distributions and bounding the generalization error of combined classifiers
    • February
    • Vladimir Koltchinskii and Dmitry Panchenko. Empirical margin distributions and bounding the generalization error of combined classifiers. The Annals of Statistics, 30(1), February 2002.
    • (2002) The Annals of Statistics , vol.30 , Issue.1
    • Koltchinskii, V.1    Panchenko, D.2
  • 12
    • 47849088969 scopus 로고    scopus 로고
    • The dynamics of Ada-Boost: Cyclic behavior and convergence of margins
    • December
    • Cynthia Rudin, Ingrid Daubechies, and Robert E. Schapire. The dynamics of Ada-Boost: Cyclic behavior and convergence of margins. Journal of Machine Learning Research, 5:1557-1595, December 2004.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1557-1595
    • Rudin, C.1    Daubechies, I.2    Schapire, R.E.3
  • 15
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • October
    • Robert E. Schapire, Yoav Freund, Peter Bartlett, and Wee Sun Lee. Boosting the margin: A new explanation for the effectiveness of voting methods. The Annals of Statistics, 26(5):1651-1686, October 1998.
    • (1998) The Annals of Statistics , vol.26 , Issue.5 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.