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Volumn , Issue , 2007, Pages 211-216

Estimating class probabilities in random forests

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; EDUCATION; EXPERIMENTS; FINANCIAL DATA PROCESSING; FREQUENCY ESTIMATION; LAPLACE TRANSFORMS; LEARNING SYSTEMS; PROBABILITY; RANDOM PROCESSES; ROBOT LEARNING;

EID: 47349133606     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2007.45     Document Type: Conference Paper
Times cited : (47)

References (16)
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    • Bauer, E.1    Kohavi, R.2
  • 3
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    • A. Bradley. The use of the area under the roc curve in the evaluation of machine learning algorithms. Pattern Recognition, 30(6): 1145-1159, 1997.
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    • Bradley, A.1
  • 4
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2): 123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.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
  • 7
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • G. W. Brier. Verification of forecasts expressed in terms of probability. Monthly Weather Review, 78:1-3, 1950.
    • (1950) Monthly Weather Review , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 11
    • 0345438685 scopus 로고    scopus 로고
    • Roc graphs: Notes and practical considerations for data mining researchers
    • Technical report, HP Laboratories, Palo Alto
    • T. Fawcett. Roc graphs: Notes and practical considerations for data mining researchers. Technical report, HP Laboratories, Palo Alto, 2003.
    • (2003)
    • Fawcett, T.1
  • 14
    • 1942450764 scopus 로고    scopus 로고
    • Improved class probability estimates from decision tree models
    • Technical report, Department of Computer Science, Oregon State Univ
    • D. Margineantu and T. Dietterich. Improved class probability estimates from decision tree models. Technical report, Department of Computer Science, Oregon State Univ., 2002.
    • (2002)
    • Margineantu, D.1    Dietterich, T.2
  • 15
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probabilitybased ranking
    • F. Provost and P. Domingos. Tree induction for probabilitybased ranking. Machine Learning, 52(3), 2003.
    • (2003) Machine Learning , vol.52 , Issue.3
    • Provost, F.1    Domingos, P.2
  • 16
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlan. Induction of decision trees. Machine Learning, 1:81-106, 1986.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.