메뉴 건너뛰기




Volumn 37, Issue 2-3, 2004, Pages 305-317

Lower and upper bounds for misclassification probability based on Renyi's information

Author keywords

Classifier performance; Error bounds; Fano's inequality; Renyi's entropy

Indexed keywords

CLASSIFICATION (OF INFORMATION); CONVERGENCE OF NUMERICAL METHODS; DATA TRANSFER; DIGITAL COMMUNICATION SYSTEMS; ERROR ANALYSIS; PROBABILITY;

EID: 3543121719     PISSN: 13875485     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:VLSI.0000027493.48841.39     Document Type: Conference Paper
Times cited : (53)

References (20)
  • 2
    • 0010437931 scopus 로고
    • Towards an organizing principle for a layered perceptual network
    • R. Linsker, "Towards an Organizing Principle for a Layered Perceptual Network," Neural Information Processing Systems, 1988, pp. 485-494.
    • (1988) Neural Information Processing Systems , pp. 485-494
    • Linsker, R.1
  • 3
    • 0034503796 scopus 로고    scopus 로고
    • Visualizing class structure in data using mutual information
    • Sydney, Australia
    • K. Torkkola, "Visualizing Class Structure in Data Using Mutual Information," in Proceedings of Neural Networks for Signal Processing X, Sydney, Australia, 2000, pp. 376-385.
    • (2000) Proceedings of Neural Networks for Signal Processing X , pp. 376-385
    • Torkkola, K.1
  • 4
    • 77956715460 scopus 로고
    • Statistical pattern recognition
    • Mendel and Fu (Eds.), New York: Academic Press
    • K. Fu, "Statistical Pattern Recognition," in Adaptive, Learning and Pattern Recognition Systems, Mendel and Fu (Eds.), New York: Academic Press, 1970, pp. 35-76.
    • (1970) Adaptive, Learning and Pattern Recognition Systems , pp. 35-76
    • Fu, K.1
  • 11
    • 84856043672 scopus 로고
    • A mathematical theory of communications
    • C.E. Shannon, "A Mathematical Theory of Communications," Bell Systems Technical Journal, vol. 27, 1948, pp. 379-423, 623-656.
    • (1948) Bell Systems Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 12
    • 0003981318 scopus 로고
    • New York: American Elsevier Publishing Company Inc.
    • A. Renyi, Probability Theory, New York: American Elsevier Publishing Company Inc., 1970.
    • (1970) Probability Theory
    • Renyi, A.1
  • 14
    • 0017969718 scopus 로고
    • Renyi's entropy and the prbability of error
    • M.B. Bassat and J. Raviv, "Renyi's Entropy and the Prbability of Error," IEEE Transactions on Information Theory, vol. 24, no. 3, 1978, pp. 324-330.
    • (1978) IEEE Transactions on Information Theory , vol.24 , Issue.3 , pp. 324-330
    • Bassat, M.B.1    Raviv, J.2
  • 15
    • 0028273691 scopus 로고
    • Relations between entropy and error probability
    • M. Feder and N. Merhav, "Relations Between Entropy and Error Probability," IEEE Transactions on Information Theory, vol. 40, no. 1, 1994, pp. 259-266.
    • (1994) IEEE Transactions on Information Theory , vol.40 , Issue.1 , pp. 259-266
    • Feder, M.1    Merhav, N.2
  • 17
    • 0029409880 scopus 로고
    • A lower bound on the probability of error in multihypothesis testing
    • H.V. Poor and S. Verdu, "A Lower Bound on the Probability of Error in Multihypothesis Testing," IEEE Transactions on Information Theory, vol. 41, no. 6, 1995, pp. 1992-1994.
    • (1995) IEEE Transactions on Information Theory , vol.41 , Issue.6 , pp. 1992-1994
    • Poor, H.V.1    Verdu, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.