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Volumn 3077, Issue , 2004, Pages 223-232

A comparison of ensemble creation techniques

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; FORESTRY;

EID: 33749418783     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25966-4_22     Document Type: Article
Times cited : (26)

References (20)
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    • Breiman, L.1
  • 4
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • R.E. Schapire. The strength of weak learnability. Machine Learning, 5(2):197-227, 1990.
    • (1990) Machine Learning , vol.5 , Issue.2 , pp. 197-227
    • Schapire, R.E.1
  • 5
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T.G. Dietterich. An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization. Machine Learning, 40(2):139-157, 2000.
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 8
  • 12
    • 0003610530 scopus 로고    scopus 로고
    • The OpenDT project. University of South Florida
    • Robert Banfield. The OpenDT project. Technical report, University of South Florida, http://www.csee.usf.edu/~rbanfiel/OpenDT.html, 2003.
    • (2003) Technical Report
    • Banfield, R.1
  • 15
    • 35048874020 scopus 로고    scopus 로고
    • The statlog project- Evaluation / characterization of classification algorithms
    • The STATLOG Project- Evaluation / Characterization of Classification Algorithms
    • P. Brazdil and J.Gama. The statlog project- evaluation / characterization of classification algorithms. Technical report, The STATLOG Project- Evaluation / Characterization of Classification Algorithms, http://www.ncc.up.pt/liacc/ML/ statlog/, 1998.
    • (1998) Technical Report
    • Brazdil, P.1    Gama, J.2
  • 19
    • 0036083445 scopus 로고    scopus 로고
    • A data complexity analysis of comparative advantages of decision forest constructors
    • T.K. Ho. A data complexity analysis of comparative advantages of decision forest constructors. Pattern Analysis and Applications, 5:102-112, 2002.
    • (2002) Pattern Analysis and Applications , vol.5 , pp. 102-112
    • Ho, T.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.