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Volumn 4399 LNAI, Issue , 2007, Pages 291-307

Improving the performance of a Pittsburgh learning classifier system using a default rule

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION THEORY; PROBLEM SOLVING;

EID: 38049170776     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-71231-2_20     Document Type: Conference Paper
Times cited : (22)

References (16)
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    • DeJong, K.A., Spears, W.M., Gordon, D.F.: Using genetic algorithms for concept learning. Machine Learning 13 (1993) 161-188
    • (1993) Machine Learning , vol.13 , pp. 161-188
    • DeJong, K.A.1    Spears, W.M.2    Gordon, D.F.3
  • 4
    • 1442267080 scopus 로고
    • Learning decision lists
    • Rivest, R.L.: Learning decision lists. Machine Learning 2 (1987) 229-246
    • (1987) Machine Learning , vol.2 , pp. 229-246
    • Rivest, R.L.1
  • 6
    • 38049121192 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann (1993)
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann (1993)
  • 8
    • 38049181304 scopus 로고    scopus 로고
    • Bacardit, J.: Pittsburgh Genetics-Based Machine Learning in the Data Mining era: Representations, generalization, and run-time. PhD thesis, Ramon Llull University, Barcelona, Catalonia, Spain (2004)
    • Bacardit, J.: Pittsburgh Genetics-Based Machine Learning in the Data Mining era: Representations, generalization, and run-time. PhD thesis, Ramon Llull University, Barcelona, Catalonia, Spain (2004)
  • 9
    • 0032241894 scopus 로고    scopus 로고
    • Effects of code growth and parsimony pressure on populations in genetic programming
    • Soule, T., Foster, J.A.: Effects of code growth and parsimony pressure on populations in genetic programming. Evolutionary Computation 6 (1998) 293-309
    • (1998) Evolutionary Computation , vol.6 , pp. 293-309
    • Soule, T.1    Foster, J.A.2
  • 10
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen, J.: Modeling by shortest data description. Automatica vol. 14 (1978) 465-471
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 11
    • 35048882445 scopus 로고    scopus 로고
    • Bloat control and generalization pressure using the minimum description length principle for a Pittsburgh approach learning classifier system
    • Proceedings of the 6th International Workshop on Learning Classifier Systems, in press, Springer
    • Bacardit, J., Garrell, J.M.: Bloat control and generalization pressure using the minimum description length principle for a Pittsburgh approach learning classifier system. In: Proceedings of the 6th International Workshop on Learning Classifier Systems, (in press), LNAI, Springer (2003)
    • (2003) LNAI
    • Bacardit, J.1    Garrell, J.M.2
  • 14
    • 38049141386 scopus 로고    scopus 로고
    • Oei, C.K., Goldberg. D.E., Chang, S.J.: Tournament selection, niching, and the preservation of diversity. IlliGAL Report No. 91011, University of Illinois at Urbana-Champaign, Urbana, IL (1991)
    • Oei, C.K., Goldberg. D.E., Chang, S.J.: Tournament selection, niching, and the preservation of diversity. IlliGAL Report No. 91011, University of Illinois at Urbana-Champaign, Urbana, IL (1991)
  • 15
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: IJCAI. (1995) 1137-1145
    • (1995) IJCAI , pp. 1137-1145
    • Kohavi, R.1


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