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Volumn , Issue , 2010, Pages 65-68

Multi-class AdaBoost with hypothesis margin

Author keywords

[No Author keywords available]

Indexed keywords

ADABOOST; ADABOOST ALGORITHM; BINARY PROBLEMS; CLASSIFICATION ACCURACY; COMPUTATIONALLY EFFICIENT; LOGITBOOST; MULTI-CLASS; MULTI-CLASS CLASSIFICATION; MULTI-CLASS PROBLEMS; TRAINING ERRORS; UPPER BOUND; WEAK CLASSIFIERS; WEAK LEARNER;

EID: 78149490247     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.25     Document Type: Conference Paper
Times cited : (17)

References (10)
  • 2
    • 84945260284 scopus 로고    scopus 로고
    • How to make adaboost.m1 work for weak base classifiers by changing only one line of the code
    • G. Eibl and K. P. Pfeiffer. How to make adaboost.m1 work for weak base classifiers by changing only one line of the code. In ECML, pages 72-83, 2002.
    • (2002) ECML , pp. 72-83
    • Eibl, G.1    Pfeiffer, K.P.2
  • 4
    • 84983110889 scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Y. Freund and R. E. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. In European Conference on Computational Learning Theory, pages 23-37, 1995.
    • (1995) European Conference on Computational Learning Theory , pp. 23-37
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 0034243471 scopus 로고    scopus 로고
    • Boosting neural networks
    • S. Holger and B. Yoshua. Boosting neural networks. Neural Computing, 12(8):1869-1887, 2000.
    • (2000) Neural Computing , vol.12 , Issue.8 , pp. 1869-1887
    • Holger, S.1    Yoshua, B.2
  • 9
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • DOI 10.1023/A:1007614523901
    • R. E. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. Machine Learning, 37:297-336, 1999. (Pubitemid 32210620)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 10
    • 49749129552 scopus 로고    scopus 로고
    • Technical report, Department of Statistics, University of Michigan
    • J. Zhu, S. Rosset, H. Zou, and T. Hastie. Multiclass adaboost. Technical report, Department of Statistics, University of Michigan, 2006.
    • (2006) Multiclass Adaboost
    • Zhu, J.1    Rosset, S.2    Zou, H.3    Hastie, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.