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Volumn 1, Issue 3, 1997, Pages 317-328

On comparing classifiers: Pitfalls to avoid and a recommended approach

Author keywords

Classification; Comparative studies; Statistical methods

Indexed keywords


EID: 27144463192     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009752403260     Document Type: Article
Times cited : (753)

References (9)
  • 1
    • 85152577740 scopus 로고
    • Generalizing from case studies: A case study
    • San Mateo, CA, Morgan Kaufmann
    • Aha, D. Generalizing from case studies: A case study. In Proc. Ninth Intl. Workshop on Machine Learning, pages 1-10, San Mateo, CA, 1992. Morgan Kaufmann.
    • (1992) Proc. Ninth Intl. Workshop on Machine Learning , pp. 1-10
    • Aha, D.1
  • 5
    • 0008411625 scopus 로고    scopus 로고
    • Statistical tests for comparing supervised learning algorithms
    • Oregon State University, Corvallis, OR
    • Dietterich, T. Statistical tests for comparing supervised learning algorithms. Technical report, Oregon State University, Corvallis, OR, 1996.
    • (1996) Technical Report
    • Dietterich, T.1
  • 7
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous valued attributes for classification learning
    • Chambery, France, Morgan Kaufmann
    • Fayyad, U.M. and Irani, K.B. Multi-interval discretization of continuous valued attributes for classification learning. In Proc. 13th Intl. Joint Conf. on Artificial Intelligence, pages 1022-1027, Chambery, France, 1993. Morgan Kaufmann.
    • (1993) Proc. 13th Intl. Joint Conf. on Artificial Intelligence , pp. 1022-1027
    • Fayyad, U.M.1    Irani, K.B.2
  • 9
    • 0012320945 scopus 로고    scopus 로고
    • Statistical evaluation of neural network experiments: Minimum requirements and current practice
    • R. Trappl, editor, Austrian Society for Cybernetic Studies
    • Flexer, A. Statistical evaluation of neural network experiments: Minimum requirements and current practice. In R. Trappl, editor, Cybernetics and Systems '96: Proc. 13th European Meeting on Cybernetics and Systems Res., pages 1005-1008. Austrian Society for Cybernetic Studies, 1996.
    • (1996) Cybernetics and Systems '96: Proc. 13th European Meeting on Cybernetics and Systems Res. , pp. 1005-1008
    • Flexer, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.