메뉴 건너뛰기




Volumn 11, Issue 6, 1999, Pages 1427-1453

Algorithmic stability and sanity-check bounds for leave-one-out cross-validation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK;

EID: 0033566418     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976699300016304     Document Type: Article
Times cited : (393)

References (17)
  • 2
    • 0018444763 scopus 로고
    • Distribution-free inequalities for the deleted and holdout error estimates
    • Devroye, L. P., & Wagner, T. J. (1979a). Distribution-free inequalities for the deleted and holdout error estimates. IEEE Transactions on Information Theory, IT-25(2), 202-207.
    • (1979) IEEE Transactions on Information Theory , vol.IT-25 , Issue.2 , pp. 202-207
    • Devroye, L.P.1    Wagner, T.J.2
  • 3
    • 0018520640 scopus 로고
    • Distribution-free performance bounds for potential function rules
    • Devroye, L. P., & Wagner, T. J. (1979b). Distribution-free performance bounds for potential function rules. IEEE Transactions on Information Theory, IT-25(5), 601-604.
    • (1979) IEEE Transactions on Information Theory , vol.IT-25 , Issue.5 , pp. 601-604
    • Devroye, L.P.1    Wagner, T.J.2
  • 6
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • Haussler, D. (1992). Decision theoretic generalizations of the PAC model for neural net and other learning applications. Information and Computation, 100(1), 78-150.
    • (1992) Information and Computation , vol.100 , Issue.1 , pp. 78-150
    • Haussler, D.1
  • 7
    • 0030282940 scopus 로고    scopus 로고
    • Rigorous learning curve bounds from statistical mechanics
    • Haussler, D., Kearns, M., Seung, H. S., & Tishby, N. (1996). Rigorous learning curve bounds from statistical mechanics. Machine Learning, 25, 195-236.
    • (1996) Machine Learning , vol.25 , pp. 195-236
    • Haussler, D.1    Kearns, M.2    Seung, H.S.3    Tishby, N.4
  • 10
    • 0003921982 scopus 로고    scopus 로고
    • A bound on the error of cross validation, with consequences for the training-test split
    • D. Touretzky, M. Mozer, & M. Hasselmo (Eds.), Cambridge, MA: MIT Press
    • Kearns, M. (1996). A bound on the error of cross validation, with consequences for the training-test split. D. Touretzky, M. Mozer, & M. Hasselmo (Eds.), Advances in neural information processing systems, 8 (pp. 183-189). Cambridge, MA: MIT Press.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 183-189
    • Kearns, M.1
  • 13
  • 15
    • 0037551756 scopus 로고
    • A finite sample distribution-free performance bound for local discrimination rules
    • Rogers, W. H., & Wagner, T. J. (1978). A finite sample distribution-free performance bound for local discrimination rules. Annals of Statistics, 6(3), 506-514.
    • (1978) Annals of Statistics , vol.6 , Issue.3 , pp. 506-514
    • Rogers, W.H.1    Wagner, T.J.2
  • 16
    • 0000755030 scopus 로고
    • Statistical mechanics of learning from examples
    • Seung, H. S., Sompolinsky, H., & Tishby, N. (1992). Statistical mechanics of learning from examples. Physical Review, A45, 6056-6091.
    • (1992) Physical Review , vol.A45 , pp. 6056-6091
    • Seung, H.S.1    Sompolinsky, H.2    Tishby, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.