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Volumn 3, Issue , 2008, Pages 83-87

An expanded training set based validation method to avoid overfitting for neural network classifier

Author keywords

[No Author keywords available]

Indexed keywords

VEGETATION;

EID: 57649121303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2008.571     Document Type: Conference Paper
Times cited : (20)

References (9)
  • 1
    • 0031639883 scopus 로고    scopus 로고
    • Finding the biasvariance tradeoff during neural network training and its implication on structure selection
    • F. Snijder, R.Babuska, M. Verhaegen. Finding the biasvariance tradeoff during neural network training and its implication on structure selection. IEEE International Joint Conference on Neural Networks, 1998, 2: 1613-1618, 1998.
    • (1998) IEEE International Joint Conference on Neural Networks , vol.2 , pp. 1613-1618
    • Snijder, F.1    Babuska, R.2    Verhaegen, M.3
  • 2
    • 0031146959 scopus 로고    scopus 로고
    • Constructive Algorithms for Structure Learning in Feedforward Neural Networks for Regression Problems
    • Tin-Yau Kwok, Dit-Yan Yeung. Constructive Algorithms for Structure Learning in Feedforward Neural Networks for Regression Problems. IEEE Transactions on Neural Networks, 1999, 8(3): 630-645.
    • (1999) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 630-645
    • Kwok, T.-Y.1    Yeung, D.-Y.2
  • 3
    • 0027662338 scopus 로고
    • Pruning Algorithm - A Survey
    • Russell Reed, "Pruning Algorithm - A Survey," IEEE Transactions on Neural Networks, 1993,4 (5): 740-747.
    • (1993) IEEE Transactions on Neural Networks , vol.4 , Issue.5 , pp. 740-747
    • Reed, R.1
  • 5
    • 0032099978 scopus 로고    scopus 로고
    • Automatic Early Stopping Using Cross Validation: Quantifying the Criteria
    • L.Prechelt. Automatic Early Stopping Using Cross Validation: Quantifying the Criteria. Neural Networks, 1998,11(4): 761-767.
    • (1998) Neural Networks , vol.11 , Issue.4 , pp. 761-767
    • Prechelt, L.1
  • 7
    • 10444221886 scopus 로고    scopus 로고
    • Diversity Creation Methods: A Survey and Categorisation
    • Gavin Brown, Jeremy Wyatt, Rachel Harris, and Xin Yao. Diversity Creation Methods: A Survey and Categorisation. Journal of Information Fusion, 2005, 6(1): 5-20.
    • (2005) Journal of Information Fusion , vol.6 , Issue.1 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3    Yao, X.4
  • 9
    • 0032099978 scopus 로고    scopus 로고
    • Automatic Early Stopping Using Cross Validation: Quantifying the Criteria
    • L.Prechelt. Automatic Early Stopping Using Cross Validation: Quantifying the Criteria. Neural Networks, 1998, 11(4): 761-767.
    • (1998) Neural Networks , vol.11 , Issue.4 , pp. 761-767
    • Prechelt, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.