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Volumn 6, Issue 1, 2010, Pages 105-112

An empirical study on attribute selection measures in decision tree learning

Author keywords

Attribute selection measure; Classification; Decision tree learning; Impurity measure; Ranking

Indexed keywords

ATTRIBUTE SELECTION; CLASSIFICATION; CLASSIFICATION DECISION; CRITICAL PROBLEMS; DATA SETS; DECISION TREE LEARNING; EMPIRICAL STUDIES; IN-BUILDINGS; RANKING PERFORMANCE; REAL WORLD DATA;

EID: 77954267435     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (17)

References (12)
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    • Quinlan, J.R.1
  • 6
    • 0025798330 scopus 로고
    • A distance-based attribute selection measure for decision tree induction
    • R. L. de Mantaras. A distance-based attribute selection measure for decision tree induction. Machine Learning, 6:81-92, 1991
    • (1991) Machine Learning, , vol.6 , pp. 81-92
    • de Mantaras, R.L.1
  • 7
    • 34249966833 scopus 로고
    • An empirical comparison of selection measures for decision-tree induction
    • J. Mingers. An empirical comparison of selection measures for decision-tree induction. Machine Learning, 3:319-342, 1989
    • (1989) Machine Learning , vol.3 , pp. 319-342
    • Mingers, J.1
  • 9
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based ranking
    • Provost, F. J. and Domingos, P.: Tree Induction for Probability-Based Ranking. Machine Learning, 52(3): 199-215, 2003
    • (2003) Machine Learning , vol.52 , Issue.3 , pp. 199-215
    • Provost, F.J.1    Domingos, P.2
  • 10
    • 0003408496 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • In Dept of ICS, University of California, Irvine
    • Merz, C., Murphy, P. and Aha, D.(1997): UCI repository of machine learning databases. In Dept of ICS, University of California, Irvine, 1997. http://www.ics.uci.edu/mlearn/MLRepository.html
    • (1997)
    • Merz, C.1    Murphy, P.2    Aha, D.3
  • 11
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • Hand, D. J., Till, R. J.: A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning, 45(2):171-186, 2001
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.