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Volumn 1398, Issue , 1998, Pages 131-136

Pruning decision trees with misclassification costs

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; ERRORS; LAPLACE TRANSFORMS; MACHINE LEARNING;

EID: 84957107950     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0026682     Document Type: Conference Paper
Times cited : (151)

References (11)
  • 3
    • 0003006556 scopus 로고
    • Estimating probabilities: A crucial task in machine learning, in L. C. Aiello, ed., 'Proceedings of the ninth European Conference on Artificial Intelligence'
    • Cestnik, B. (1990), Estimating probabilities: A crucial task in machine learning, in L. C. Aiello, ed., 'Proceedings of the ninth European Conference on Artificial Intelligence', pp. 147-149.
    • (1990) , pp. 147-149
    • Cestnik, B.1
  • 6
    • 0030422272 scopus 로고    scopus 로고
    • Data mining using MCC++: A machine learning library in C++, in 'Tools with Artificial Intelligence', IEEE Computer Society Press
    • Kohavi, R., Sommerfield, D. & Dougherty, J. (1996), Data mining using MCC++: A machine learning library in C++, in 'Tools with Artificial Intelligence', IEEE Computer Society Press, pp. 234-245.http://www.sgi.com/Technology/m1c.
    • (1996) , pp. 234-245
    • Kohavi, R.1    Sommerfield, D.2    Dougherty, J.3
  • 7
    • 84957103108 scopus 로고    scopus 로고
    • UCI repository of machi.P, learning databases, edurmleant/MLRepos it ory html
    • Merz, C. J. & Murphy, P. M. (1997), UCI repository of machi.P learning databases. http://utrv.ics.uci. edurmleant/MLRepos it ory html.
    • (1997)
    • Merz, C.J.1    Murphy, P.M.2
  • 8
    • 0002125069 scopus 로고    scopus 로고
    • The effects of training set size on, decision tree complexity, 'Machine Learning: Proceedings of the Fourteenth International Conference', Morgan Kaufmann
    • Oates, T. & Jensen, D. (1997), The effects of training set size on decision tree complexity, in D. Fisher, ed., 'Machine Learning: Proceedings of the Fourteenth International Conference', Morgan Kaufmann, pp. 254-262.
    • (1997) , pp. 254-262
    • Oates, T.1    Jensen, D.2    Fisher, D.3
  • 9
    • 84957094930 scopus 로고
    • Reducing misclassification costs, in 'Machine Learning: Proceedings of the Eleventh International Conference', Morgan Kaufmann
    • Pazzani, M., Merz, C., Murphy, P., Ali, K., Hume, T. & Brunk, C. (1994), Reducing misclassification costs, in 'Machine Learning: Proceedings of the Eleventh International Conference', Morgan Kaufmann.
    • (1994)
    • Pazzani, M.1    Merz, C.2    Murphy, P.3    Ali, K.4    Hume, T.5    Brunk, C.6
  • 11
    • 84957062215 scopus 로고    scopus 로고
    • Cost-sensitive learning
    • Turney, P. (1997), Cost-sensitive learning.http://ai.iit.nrc.ca/bibliographies/cost-sensitive.html.
    • (1997)
    • Turney, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.