메뉴 건너뛰기




Volumn 12, Issue 3, 2003, Pages 512-530

Classification Trees with Bivariate Linear Discriminant Node Models

Author keywords

Decision tree; Linear discriminant analysis; Tree structured classifier

Indexed keywords


EID: 0141907311     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/1061860032049     Document Type: Article
Times cited : (63)

References (24)
  • 3
    • 0001858087 scopus 로고
    • Multivariate Decision Trees
    • Bradley, C. E., and Utgoff, P. E. (199S), "Multivariate Decision Trees," Machine Learning, 19, 45-77.
    • (1995) Machine Learning , vol.19 , pp. 45-77
    • Bradley, C.E.1    Utgoff, P.E.2
  • 5
    • 41249092227 scopus 로고
    • Tree-Based Models
    • eds. J. M. Chambers and T. J. Rustic, New York Chapman & Hall
    • Clark, L. A., and Pregibon, D. (1993), "Tree-Based Models," in Statistical Models in S, eds. J. M. Chambers and T. J. Rustic, New York Chapman & Hall, pp. 377-419.
    • (1993) Statistical Models in S , pp. 377-419
    • Clark, L.A.1    Pregibon, D.2
  • 10
    • 0027580356 scopus 로고
    • Very Simple Classification Rules Perform Well on Most Commonly Used Datasets
    • Holte, R. C. (1993), "Very Simple Classification Rules Perform Well on Most Commonly Used Datasets," Machine Learning, 11, 63-90.
    • (1993) Machine Learning , vol.11 , pp. 63-90
    • Holte, R.C.1
  • 14
    • 0034274591 scopus 로고    scopus 로고
    • A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
    • Lim, T.-S., Loh, W.-Y., and Shih, Y.-S. (2000), "A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms," Machine Learning, 40, 203-228.
    • (2000) Machine Learning , vol.40 , pp. 203-228
    • Lim, T.-S.1    Loh, W.-Y.2    Shih, Y.-S.3
  • 15
    • 0009442583 scopus 로고
    • 1993 New Car Data
    • Lock, R. H. (1993), "1993 New Car Data," Journal of Statistics Education, http://www.amstat.org/publications/jse/v1n1/datasets.lock.html.
    • (1993) Journal of Statistics Education
    • Lock, R.H.1
  • 16
    • 0031312210 scopus 로고    scopus 로고
    • Split Selection Methods for Classification Trees
    • Loh, W.-Y, and Shih, Y.-S. (1997), "Split Selection Methods for Classification Trees," Statistica Sinica, 7, 815-840.
    • (1997) Statistica Sinica , vol.7 , pp. 815-840
    • Loh, W.-Y.1    Shih, Y.-S.2
  • 17
    • 84950459261 scopus 로고
    • Tree-Structured Classification via Generalized Discriminant Analysis
    • Loh, W.-Y., and Vanichsetakul, N. (1988), "Tree-Structured Classification via Generalized Discriminant Analysis" (with discussion). Journal of the American Statistical Association, 83, 715-728.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 715-728
    • Loh, W.-Y.1    Vanichsetakul, N.2
  • 18
    • 0141952585 scopus 로고    scopus 로고
    • The Decision Tree Algorithm CAL5 Based on a Statistical Approach to its Splitting Algorithm
    • eds. G. Nakhaeizadeh and C. Taylor, New York: Wiley
    • Müller, W., and Wysotzki, F. (1997), The Decision Tree Algorithm CAL5 Based on a Statistical Approach to its Splitting Algorithm," in Machine Learning and Statistics: The Interface, eds. G. Nakhaeizadeh and C. Taylor, New York: Wiley, pp. 45-65.
    • (1997) Machine Learning and Statistics: The Interface , pp. 45-65
    • Müller, W.1    Wysotzki, F.2
  • 19
    • 0003408496 scopus 로고
    • University of California, Irvine, Department of Information and Computer Science
    • Murphy, P. M., and Aha, D. W. (1994), "UCI Repository of Machine Learning Databases," University of California, Irvine, Department of Information and Computer Science; http://www.ics.uci.edu/̃mlearn/MLRepository.html.
    • (1994) UCI Repository of Machine Learning Databases
    • Murphy, P.M.1    Aha, D.W.2
  • 24
    • 0025651706 scopus 로고
    • Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology
    • Wolberg, W. H., and Mangasarian, O. L. (1990), "Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology," in Proceedings of the National Academy of Sciences, 87, 9193-9196.
    • (1990) Proceedings of the National Academy of Sciences , vol.87 , pp. 9193-9196
    • Wolberg, W.H.1    Mangasarian, O.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.