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Volumn 4203 LNAI, Issue , 2006, Pages 622-631

Optimisation and evaluation of random forests for imbalanced datasets

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; OPTIMIZATION; QUALITY CONTROL; TREES (MATHEMATICS);

EID: 33750351882     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11875604_69     Document Type: Conference Paper
Times cited : (5)

References (15)
  • 1
    • 20844458491 scopus 로고    scopus 로고
    • Mining with rarity: A unifying framework
    • G.M. Weiss, "Mining with Rarity: A Unifying Framework", SIGKDD Explorations, 6(1):7-19, 2004.
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 7-19
    • Weiss, G.M.1
  • 9
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random Forests", In Machine Learning, vol 45(1), pp 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 10
    • 20444392475 scopus 로고    scopus 로고
    • Technical Report. Berkeley, Department of Statistics, University of California
    • C. Chen, A. Liaw, "Using Random Forest to Learn Imbalanced Data.", Technical Report. Berkeley, Department of Statistics, University of California, 2004.
    • (2004) Using Random Forest to Learn Imbalanced Data
    • Chen, C.1    Liaw, A.2
  • 12
    • 33750333482 scopus 로고    scopus 로고
    • An asymmetric entropy measure for decision trees
    • Paris, France, July
    • S. Marcellin, D.A. Zigued, G. Ritschard, "An asymmetric entropy measure for decision trees", IPMU 06. Paris, France, July 2006.
    • (2006) IPMU 06
    • Marcellin, S.1    Zigued, D.A.2    Ritschard, G.3
  • 14
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C.D. Gelatt Jr., M.P. Vecchi, "Optimization by Simulated Annealing", Science Volume 220, Number 4598, 1983.
    • (1983) Science , vol.220 , Issue.4598
    • Kirkpatrick, S.1    Gelatt Jr., C.D.2    Vecchi, M.P.3
  • 15
    • 0003704318 scopus 로고    scopus 로고
    • Irvine, University of California, USA, Department of Information and Computer Science
    • S. Hettich and S.D. Bay, "The UCI KDD Archive", Irvine, University of California, USA, Department of Information and Computer Science, 1999.
    • (1999) The UCI KDD Archive
    • Hettich, S.1    Bay, S.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.