메뉴 건너뛰기




Volumn 1398, Issue , 1998, Pages 149-159

Classification learning using all rules

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; HEURISTIC ALGORITHMS; MACHINE LEARNING; TREES (MATHEMATICS);

EID: 84942364863     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0026685     Document Type: Conference Paper
Times cited : (3)

References (29)
  • 1
    • 0003731423 scopus 로고
    • PhD Thesis, Department of Information and Computer Science, University of California, Irvine, Technical Report
    • Aha, D.W. (1990). A Study of Instance-Based Algorithms for Supervised Learning Tasks. PhD Thesis, Department of Information and Computer Science, University of California, Irvine, Technical Report 90-42.
    • (1990) A Study of Instance-Based Algorithms for Supervised Learning Tasks , pp. 42-90
    • Aha, D.W.1
  • 2
    • 0002676017 scopus 로고    scopus 로고
    • Editorial on Lazy Learning
    • Aha, D. W. (1997). Editorial on Lazy Learning. Artificial Intelligence Review, 11: 7-10.
    • (1997) Artificial , vol.11 , pp. 7-10
    • Aha, D.W.1
  • 3
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • Aha, D. W., Kibler, D., and Albert, M. (1991). Instance-based learning algorithms. Machine Learning, 6: 37-66.
    • (1991) Machine Learning , vol.6 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.3
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L. (1996) Bagging predictors. Machine Learning, 24: 123-140.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 34249966007 scopus 로고
    • The CN2 induction algorithm. Machine Learning
    • Clark, Peter and Niblett, T. (1989). The CN2 induction algorithm. Machine Learning, 3: 261-284.
    • (1989) , vol.3 , pp. 261-284
    • Clark, P.1    Niblett, T.2
  • 8
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Dietterich, T. G. and Bakiri, G. (1994). Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research, 2: 263-286.
    • (1994) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 11
    • 84957056710 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning Morgan Kaufmann publishers
    • Fayyad, U.M. and Irani, K.B. (1993). Multi-interval discretization of continuous-valued attributes for classification learning. In Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence, pp. 1022-1027, Morgan Kaufmann publishers.
    • (1993) , pp. 1022-1027
    • Fayyad, U.M.1    Irani, K.B.2
  • 16
    • 84957101390 scopus 로고    scopus 로고
    • UCI Repository of machine learning databases, Irvine, CA: University of California, Department of Information and Computer Science
    • Merz, C.J., and Murphy, P.M. (1997). UCI Repository of machine learning databases [http://www.ics.uci.edu/ mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science.
    • (1997)
    • Merz, C.J.1    Murphy, P.M.2
  • 17
    • 84957071938 scopus 로고
    • Efficient induction of logic programs
    • Muggleton, Stephen and Feng, C. (1990). Efficient induction of logic programs. In Proceedings of the First Conference on Algorithmic Learning Theory, Tokyo.
    • (1990)
    • Muggleton, S.1    Feng, C.2
  • 20
    • 0001172265 scopus 로고
    • Learning logical definitions from relations
    • Quinlan, J.R. (1990) Learning logical definitions from relations. Machine Learning, 5: 239-266.
    • (1990) Machine Learning , vol.5 , pp. 239-266
    • Quinlan, J.R.1
  • 23
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • Schapire, R. E. (1990). The strength of weak learnability. Machine Learning, 5: 197-227.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Schapire, R.E.1
  • 26
    • 0000835392 scopus 로고
    • OPUS: An efficient admissible algorithm for unordered search
    • Webb, G. 1.(1995). OPUS: An efficient admissible algorithm for unordered search. Journal of Artificial Intelligence Research, 3: 431 -465.
    • (1995) Journal of Artificial Intelligence Research , vol.3
    • Webb, G.1
  • 27
    • 0029679031 scopus 로고    scopus 로고
    • Further experimental evidence against the utility of Occam's razor
    • Webb, G. I. (1996a). Further experimental evidence against the utility of Occam's razor. Journal of Artificial Intelligence Research, 4: 397-417.
    • (1996) Journal of Artificial Intelligence Research , vol.4 , pp. 397-417
    • Webb, G.I.1
  • 28
    • 0343799351 scopus 로고    scopus 로고
    • A heuristic covering algorithm has higher predictive accuracy than learning all rules
    • Melbourne
    • Webb, G. I. (1996b). A heuristic covering algorithm has higher predictive accuracy than learning all rules. In Proceedings of Information, Statistics and Induction in Science, Melbourne, pp. 20-30.
    • (1996) Proceedings of Information, Statistics and Induction in Science , pp. 20-30
    • Webb, G.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.