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Volumn , Issue , 2005, Pages

On the adaptive properties of decision trees

Author keywords

[No Author keywords available]

Indexed keywords

OPTIMIZATION;

EID: 27744456548     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (13)
  • 1
    • 3142725508 scopus 로고    scopus 로고
    • Optimal aggregation of classifiers in statistical learning
    • A. B. Tsybakov, "Optimal aggregation of classifiers in statistical learning, " Ann. Stat., vol. 32, no. 1, pp. 135-166, 2004.
    • (2004) Ann. Stat. , vol.32 , Issue.1 , pp. 135-166
    • Tsybakov, A.B.1
  • 3
    • 0033321586 scopus 로고    scopus 로고
    • Minimax nonparametric classification-part I: Rates of convergence
    • Y. Yang, "Minimax nonparametric classification-Part I: Rates of convergence, " IEEE Trans. Inform. Theory, vol. 45, no. 7, pp. 2271-2284, 1999.
    • (1999) IEEE Trans. Inform. Theory , vol.45 , Issue.7 , pp. 2271-2284
    • Yang, Y.1
  • 4
    • 0033234630 scopus 로고    scopus 로고
    • Smooth discrimination analysis
    • E. Mammen and A. B. Tsybakov, "Smooth discrimination analysis, " Ann. Stat., vol. 27, pp. 1808-1829, 1999.
    • (1999) Ann. Stat. , vol.27 , pp. 1808-1829
    • Mammen, E.1    Tsybakov, A.B.2
  • 7
    • 3042675892 scopus 로고    scopus 로고
    • On the rate of convergence of regularized boosting classifiers
    • G. Blanchard, G. Lugosi, and N. Vayatis, "On the rate of convergence of regularized boosting classifiers, " J. Machine Learning Research, vol. 4, pp. 861-894, 2003.
    • (2003) J. Machine Learning Research , vol.4 , pp. 861-894
    • Blanchard, G.1    Lugosi, G.2    Vayatis, N.3
  • 9
    • 9444269346 scopus 로고    scopus 로고
    • Oracle bounds and exact algorithm for dyadic classification trees
    • J. Shawe-Taylor and Y. Singer, Eds. Heidelberg: Springer-Verlag
    • G. Blanchard, C. Schafer, and Y. Rozenholc, "Oracle bounds and exact algorithm for dyadic classification trees, " in Learning Theory: 17th Annual Conference on Learning Theory, COLT 2004, J. Shawe-Taylor and Y. Singer, Eds. Heidelberg: Springer-Verlag, 2004, pp. 378-392.
    • (2004) thAnnual Conference on Learning Theory, COLT 2004 , pp. 378-392
    • Blanchard, G.1    Schafer, C.2    Rozenholc, Y.3
  • 10
    • 27744464536 scopus 로고    scopus 로고
    • Near-minimax optimal classification with dyadic classification trees
    • S. Thrun, L. Saul, and B. Scholkopf, Eds. Cambridge, MA: MIT Press
    • C. Scott and R. Nowak, "Near-minimax optimal classification with dyadic classification trees, " in Advances in Neural Information Processing Systems 16, S. Thrun, L. Saul, and B. Scholkopf, Eds. Cambridge, MA: MIT Press, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Scott, C.1    Nowak, R.2
  • 11
    • 84898950690 scopus 로고    scopus 로고
    • Minimax optimal classification with dyadic decision trees
    • [Online]. Available
    • C. Scott and R. Nowak "Minimax optimal classification with dyadic decision trees, " Rice University, Tech. Rep. TREE0403, 2004. [Online]. Available: http://www.stat.rice.edu/cscott.
    • (2004) Rice University, Tech. Rep. TREE0403
    • Scott, C.1    Nowak, R.2
  • 12
    • 0036672131 scopus 로고    scopus 로고
    • Analysis of a complexity based pruning scheme for classification trees
    • A. Nobel, "Analysis of a complexity based pruning scheme for classification trees, " IEEE Trans. Inform. Theory, vol. 48, no. 8, pp. 2362-2368, 2002.
    • (2002) IEEE Trans. Inform. Theory , vol.48 , Issue.8 , pp. 2362-2368
    • Nobel, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.