메뉴 건너뛰기




Volumn 1, Issue , 2012, Pages 485-493

Multiclass learning approaches: A theoretical comparison with implications

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ERRORS; BINARY CLASSIFICATION; BINARY CLASSIFIERS; ERROR CORRECTING OUTPUT CODE; ESTIMATION ERRORS; MULTI-CLASS LEARNING; MULTICLASS CLASSIFICATION METHODS; MULTICLASS SVM;

EID: 84877772139     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (13)
  • 3
    • 85011948276 scopus 로고    scopus 로고
    • Label embedding trees for large multi-class tasks
    • S. Bengio, J. Weston, and D. Grangier. Label embedding trees for large multi-class tasks. In NIPS, 2011.
    • (2011) NIPS
    • Bengio, S.1    Weston, J.2    Grangier, D.3
  • 5
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research, 2:265-292, 2001.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 7
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • January
    • T. G. Dietterich and G. Bakiri. Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research, 2:263-286, January 1995.
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 8
    • 0032355984 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • Trevor Hastie and Robert Tibshirani. Classification by pairwise coupling. The Annals of Statistics, 26(1):451-471, 1998.
    • (1998) The Annals of Statistics , vol.26 , Issue.1 , pp. 451-471
    • Hastie, T.1    Tibshirani, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.