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Volumn , Issue , 2008, Pages 808-812

Predicting algorithm accuracy with a small set of effective meta-features

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; EDUCATION; ROBOT LEARNING;

EID: 60649107317     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2008.62     Document Type: Conference Paper
Times cited : (9)

References (17)
  • 1
    • 30344483921 scopus 로고    scopus 로고
    • On learning algorithm selection for classification
    • S. Ali and K. Smith. On learning algorithm selection for classification. Applied Soft Computing, 6 (2): 119-138, 2006.
    • (2006) Applied Soft Computing , vol.6 , Issue.2 , pp. 119-138
    • Ali, S.1    Smith, K.2
  • 6
    • 0003343396 scopus 로고
    • Analysis of results
    • D. Michie, D. Spiegclhaltcr, and C. Taylor, editors, chapter 10. Ellis Horwood, New York
    • P. Brazdil and R. Henery. Analysis of results. In D. Michie, D. Spiegclhaltcr, and C. Taylor, editors, Machine Learning, Neural and Statistical Classification, chapter 10. Ellis Horwood, New York, 1994.
    • (1994) Machine Learning, Neural and Statistical Classification
    • Brazdil, P.1    Henery, R.2
  • 7
    • 0037361994 scopus 로고    scopus 로고
    • Ranking learning algorithms: Using ibl and meta-learning on accuracy and time results
    • P. Brazdil, C. Soares, and J. Pinto da Costa. Ranking learning algorithms: Using ibl and meta-learning on accuracy and time results. Machine Learning, 50 (3):251-277. 2003.
    • (2003) Machine Learning , vol.50 , Issue.3 , pp. 251-277
    • Brazdil, P.1    Soares, C.2    Pinto da Costa, J.3
  • 9
    • 60649117273 scopus 로고    scopus 로고
    • METAL: A meta-learning assistant for providing user support in machine learning and data mining. ESPRIT Framework IV LTR Reactive Project Nr. 26.357, 1998-2001.
    • METAL: A meta-learning assistant for providing user support in machine learning and data mining. ESPRIT Framework IV LTR Reactive Project Nr. 26.357, 1998-2001.
  • 14
    • 49749086726 scopus 로고    scopus 로고
    • Cross-disciplinary perspectives on metalearning for algorithm selection
    • K. Smith-Miles. Cross-disciplinary perspectives on metalearning for algorithm selection. ACM Computing Surveys, 2008.
    • (2008) ACM Computing Surveys
    • Smith-Miles, K.1
  • 15
    • 0033220832 scopus 로고    scopus 로고
    • Meta analysis of classification algorithms for pattern recognition
    • S. Sohn. Meta analysis of classification algorithms for pattern recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21 (11):1137-1144, 1999.
    • (1999) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.21 , Issue.11 , pp. 1137-1144
    • Sohn, S.1
  • 17
    • 0004000055 scopus 로고
    • No free lunch theorems for search
    • Technical Report SFI-TR-95-02-010, Santa Fe Institute
    • D. Wolpert and W. Macrcady. No free lunch theorems for search. Technical Report SFI-TR-95-02-010, Santa Fe Institute, 1995.
    • (1995)
    • Wolpert, D.1    Macrcady, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.