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Volumn 2, Issue , 1997, Pages 866-871

Stacked generalization: When does it work?

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION TASKS; GENERAL METHOD; HIGH-LEVEL MODELS; PREDICTIVE ACCURACY; STACKED GENERALIZATION;

EID: 84880657922     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (129)

References (18)
  • 1
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • DOI 10.1023/A:1022689900470
    • David W. Aha, Dennis Kibler and Marc K. Albert. Instance-Based Learning Algorithms, Machine Learning, 6, pp. 37-66, 1991. (Pubitemid 21727227)
    • (1991) Machine Learning , vol.6 , Issue.1 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.K.3
  • 2
    • 0030196364 scopus 로고    scopus 로고
    • Stacked Regressions
    • Leo Breiman. Stacked Regressions, Machine Learning, Vol. 24, pp. 49-64, 1996.
    • (1996) Machine Learning , vol.24 , pp. 49-64
    • Breiman, L.1
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Leo Breiman. Bagging Predictors, Machine Learning, Vol. 24, No. 2, pp. 123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0003619255 scopus 로고    scopus 로고
    • Technical Report 460, Department of Statistics, University of California, Berkeley, CA
    • Leo Breiman. Bias, Variance, and Arcing Classifiers, Technical Report 460, Department of Statistics, University of California, Berkeley, CA.
    • Bias, Variance, and Arcing Classifiers
    • Breiman, L.1
  • 7
    • 34250080806 scopus 로고    scopus 로고
    • A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features
    • Scott Cost and S. Salzberg. A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features, Machine Learning, 10, pp. 57-78.
    • Machine Learning , vol.10 , pp. 57-78
    • Cost, S.1    Salzberg, S.2
  • 10
    • 0029372769 scopus 로고    scopus 로고
    • Methods of Combining Experts' Probability Assessments
    • MIT Press
    • Robert A. Jacobs. Methods of Combining Experts' Probability Assessments, Neural Computation 7, pp. 867-888, MIT Press.
    • Neural Computation , vol.7 , pp. 867-888
    • Jacobs, R.A.1
  • 11
    • 0009022089 scopus 로고    scopus 로고
    • Error Estimation by Series Association for Neural Network Systems
    • MIT Press
    • Keehoon Kim and Eric B. Bartlett. Error Estimation by Series Association for Neural Network Systems, Neural Computation 7, pp. 799-808, MIT Press.
    • Neural Computation , vol.7 , pp. 799-808
    • Kim, K.1    Bartlett, E.B.2
  • 14
    • 84863387880 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Dept of Information and Computer Science
    • Christopher J. Merz and P.M. Murphy. UCJ Repository of machine learning databases [http://www.ics.uci.edu/mlearn/MLRepository.html]. Irvine, CA: University of California, Dept of Information and Computer Science.
    • UCJ Repository of Machine Learning Databases
    • Merz, C.J.1    Murphy, P.M.2
  • 18
    • 0026692226 scopus 로고    scopus 로고
    • Stacked Generalization
    • Pergamon Press
    • David H. Wolpert. Stacked Generalization, Neural Networks, Vol. 5, pp. 241-259, Pergamon Press.
    • Neural Networks , vol.5 , pp. 241-259
    • Wolpert, D.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.