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Volumn 39, Issue 3, 2006, Pages 417-423

Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence

Author keywords

Nearest neighbor rule; Pattern classification; Probability of error; Statistical confidence

Indexed keywords

FIXED NUMBERS; PROBABILITY OF ERROR; STATISTICAL CONFIDENCE;

EID: 29144482039     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2005.08.009     Document Type: Article
Times cited : (119)

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    • Stone, C.J.1
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    • L. Devroye, L. Györfi, A. Krzyżak, and G. Lugosi On the strong universal consistency of nearest neighbor regression function estimates Ann. Stat. 22 1994 1371 1385
    • (1994) Ann. Stat. , vol.22 , pp. 1371-1385
    • Devroye, L.1    Györfi, L.2    Krzyzak, A.3    Lugosi, G.4
  • 7
    • 0001942829 scopus 로고
    • Neural networks and the bias/variance dilemma
    • S. Geman, E. Bienenstock, and R. Doursat Neural networks and the bias/variance dilemma Neural Comput. 4 1 1992 1 58
    • (1992) Neural Comput. , vol.4 , Issue.1 , pp. 1-58
    • Geman, S.1    Bienenstock, E.2    Doursat, R.3
  • 9
    • 0003408496 scopus 로고    scopus 로고
    • Department of Information and Computer Sciences, University of California, Irvine
    • C.L. Blake, C.J. Merz, UCI Repository of machine learning databases, Department of Information and Computer Sciences, University of California, Irvine, http://www.ics.uci.edu/~mlearn/MLRepository.html, 1998.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.