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Volumn 1, Issue , 2004, Pages 295-300

Accuracy vs. comprehensibility in data mining models

Author keywords

Data mining; Ensembles; Rule extraction

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATION; DECISION THEORY; ERRORS; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 6344291509     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (53)

References (16)
  • 1
    • 40649117083 scopus 로고
    • Production rules as a representation for a knowledge-based consultation program
    • R. Davis, B. G. Buchanan and E. Shortliffe, Production rules as a representation for a knowledge-based consultation program, Artificial Intelligence, Vol8. No 1, pp. 15-45, 1977.
    • (1977) Artificial Intelligence , vol.8 , Issue.1 , pp. 15-45
    • Davis, R.1    Buchanan, B.G.2    Shortliffe, E.3
  • 2
    • 0029484103 scopus 로고
    • A survey and critique of techniques for extracting rules from trained artificial neural networks
    • R. Andrews, J. Diederich and A. B. Tickle, A survey and critique of techniques for extracting rules from trained artificial neural networks, Knowledge-Based Systems, 8(6), 1995.
    • (1995) Knowledge-based Systems , vol.8 , Issue.6
    • Andrews, R.1    Diederich, J.2    Tickle, A.B.3
  • 8
    • 6344283727 scopus 로고    scopus 로고
    • 5 version 1.16
    • J. R. Quinlan, See5 version 1.16, www.rulequest.com, 1998.
    • (1998)
    • Quinlan, J.R.1
  • 10
    • 10044295085 scopus 로고    scopus 로고
    • The truth is in there - Rule extraction from opaque models using genetic programming
    • Miami, FL, To appear
    • U. Johansson, L. Niklasson and R. König, The Truth is in There - Rule Extraction from Opaque Models Using Genetic Programming, FLAIRS 04, Miami, FL, To appear.
    • FLAIRS 04
    • Johansson, U.1    Niklasson, L.2    König, R.3
  • 12
    • 0002235173 scopus 로고
    • A method for choosing multiway partitions for classification and decision trees
    • D. Biggs, B. de Ville and E. Suen, A method for choosing multiway partitions for classification and decision trees, Journal of Applied Statistics, 18:49-62, 1991.
    • (1991) Journal of Applied Statistics , vol.18 , pp. 49-62
    • Biggs, D.1    De Ville, B.2    Suen, E.3
  • 14
    • 0000621802 scopus 로고    scopus 로고
    • Multivariate functional interpolation and adaptive networks
    • D. S. Broomhead and D. Lowe, Multivariate functional interpolation and adaptive networks, Complex Systems, 2:321-355, 1998.
    • (1998) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 16
    • 0034274591 scopus 로고    scopus 로고
    • A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
    • T.-S. Lim, W.-Y. Loh and Y.-S. Shih, A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-three Old and New Classification Algorithms, Machine Learning, 40:203-229, 2000.
    • (2000) Machine Learning , vol.40 , pp. 203-229
    • Lim, T.-S.1    Loh, W.-Y.2    Shih, Y.-S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.