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Volumn , Issue , 2007, Pages 1762-1766

Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMPUTER NETWORKS; FORECASTING; IMAGE CLASSIFICATION; KETONES; POPULATION STATISTICS; SAMPLING; VEGETATION;

EID: 51749097121     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2007.4371224     Document Type: Conference Paper
Times cited : (5)

References (8)
  • 2
    • 27644512013 scopus 로고    scopus 로고
    • Comparison of non-parametric methods for assessing classifier performance in terms of ROC parameters
    • presented at, Washington, DC
    • W. A. Yousef, R. F. Wagner, and M. H. Loew, "Comparison of non-parametric methods for assessing classifier performance in terms of ROC parameters," presented at 33rd Applied Imagery Pattern Recognition Workshop, Washington, DC, 2004.
    • (2004) 33rd Applied Imagery Pattern Recognition Workshop
    • Yousef, W.A.1    Wagner, R.F.2    Loew, M.H.3
  • 3
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvement on cross-validation
    • B. Efron, "Estimating the error rate of a prediction rule: Improvement on cross-validation," Journal of the American Statistical Association, vol. 78, pp. 316-331, 1983.
    • (1983) Journal of the American Statistical Association , vol.78 , pp. 316-331
    • Efron, B.1
  • 6
    • 0033461791 scopus 로고    scopus 로고
    • Classifier design for computer-aided diagnosis: Effects of finite sample size on the mean performance of classical and neural network classifiers
    • H. P. Chan, B. Sahiner, R. F. Wagner, and N. Petrick, "Classifier design for computer-aided diagnosis: Effects of finite sample size on the mean performance of classical and neural network classifiers," Medical Physics, vol. 26, pp. 2654-2668, 1999.
    • (1999) Medical Physics , vol.26 , pp. 2654-2668
    • Chan, H.P.1    Sahiner, B.2    Wagner, R.F.3    Petrick, N.4
  • 7
    • 0032525017 scopus 로고    scopus 로고
    • Maximum-likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data
    • C. E. Metz, B. A. Herman, and J. H. Shen, "Maximum-likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data," Statistics in Medicine, vol. 17, pp. 1033-1053, 1998.
    • (1998) Statistics in Medicine , vol.17 , pp. 1033-1053
    • Metz, C.E.1    Herman, B.A.2    Shen, J.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.