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Volumn , Issue , 1998, Pages 259-265

Generalization in decision trees and DNF: Does size matter?

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; PROBABILITY DISTRIBUTIONS;

EID: 0041494283     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (10)
  • 1
    • 84898957627 scopus 로고    scopus 로고
    • For valid generalization, the size of the weights is more important than the size of the network
    • Morgan Kaufmann, San Mateo, CA
    • P. L. Bartlett. For valid generalization, the size of the weights is more important than the size of the network. In Neural Information Processing Systems 9, pages 134-140. Morgan Kaufmann, San Mateo, CA, 1997.
    • (1997) Neural Information Processing Systems , vol.9 , pp. 134-140
    • Bartlett, P.L.1
  • 4
    • 85158008512 scopus 로고
    • What should be minimized in a decision tree?
    • U.M. Fayyad and K.B. Irani. What should be .minimized in a decision tree? In AAAI-90, pages 249-754, 1990.
    • (1990) AAAI-90 , pp. 249-754
    • Fayyad, U.M.1    Irani, K.B.2
  • 5
    • 0027580356 scopus 로고
    • Very simple rules perform well on most commonly used databases
    • R. C. Holte. Very simple rules perform well on most commonly used databases. Machine learning, 11:63-91, 1993.
    • (1993) Machine Learning , vol.11 , pp. 63-91
    • Holte, R.C.1
  • 6
    • 0027652495 scopus 로고
    • Exploring the decision forest: An empirical investigation of occam's razor in decision tree induction
    • P.M. Murphy and M.J. Pazzani. Exploring the decision forest: An empirical investigation of Occam's razor in decision tree induction. Journal of Artificial Intelligence Research, 1:257-275, 1994.
    • (1994) Journal of Artificial Intelligence Research , vol.1 , pp. 257-275
    • Murphy, P.M.1    Pazzani, M.J.2
  • 10
    • 0029679031 scopus 로고    scopus 로고
    • Further experimental evidence against the utility of occam's razor
    • G.L. Webb. Further experimental evidence against the utility of Occam's razor. Journal of Artificial Intelligence Research, 4:397-417, 1996.
    • (1996) Journal of Artificial Intelligence Research , vol.4 , pp. 397-417
    • Webb, G.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.