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Volumn , Issue , 2008, Pages 55-61

Discriminant random forests

Author keywords

Linear discriminant analysis; Random forest

Indexed keywords

CLASSIFICATION ERRORS; CLASSIFICATION TREES; EMPIRICAL TESTS; INDIVIDUAL CLASSIFIERS; LINEAR DISCRIMINANT ANALYSIS; RANDOM FOREST; RANDOM FOREST CLASSIFICATIONS; TREE CONSTRUCTIONS;

EID: 62649144639     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (16)
  • 1
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    • L. Breiman, "Random forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 3
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • T. K. Ho, "The random subspace method for constructing decision forests," IEEE Trans. On Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 832-844, 1998.
    • (1998) IEEE Trans. On Pattern Analysis and Machine Intelligence , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1
  • 4
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging predictors," Machine Learning, vol. 26, no. 2, pp. 123-140, 1996.
    • (1996) Machine Learning , vol.26 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
    • 0003856278 scopus 로고    scopus 로고
    • Using adaptive bagging to debias regressions,
    • Technical Report 547, Statistics Dept. UC Berkeley
    • L. Breiman, "Using adaptive bagging to debias regressions," Technical Report 547, Statistics Dept. UC Berkeley, 1999.
    • (1999)
    • Breiman, L.1
  • 8
    • 0003998877 scopus 로고
    • Probability Theory II
    • 4th edition. New York, Springer-Verlag
    • M. Loeve, Probability Theory II (Graduate Texts in Mathematics), 4th edition. New York : Springer-Verlag, 1994.
    • (1994) Graduate Texts in Mathematics
    • Loeve, M.1
  • 11
    • 0000764772 scopus 로고
    • The Use of Multiple Measurements in Taxonomic Problems
    • R. A. Fisher, "The Use of Multiple Measurements in Taxonomic Problems," Annals of Eugenics, vol. 7, pp. 179-188, 1936.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 14
    • 0001823341 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization," Machine Learning, pp. 1-22, 1998.
    • (1998) Machine Learning , pp. 1-22
    • Dietterich, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.