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Volumn 29, Issue , 2012, Pages 12-19

Jmax-pruning: A facility for the information theoretic pruning of modular classification rules

Author keywords

Classification; J pruning; Jmax pruning; Modular classification rule induction; Pre pruning

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION RULES; DATA SETS; J-PRUNING; JMAX-PRUNING; MODULAR CLASSIFICATION RULE INDUCTION; OVERFITTING; PRE-PRUNING; PRISM ALGORITHMS; TOPDOWN; TREE STRUCTURES;

EID: 84857361640     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2011.06.016     Document Type: Conference Paper
Times cited : (21)

References (17)
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    • PMCRI: A Parallel Modular Classification Rule Induction Framework
    • Springer
    • F.T. Stahl, M.A. Bramer, and M. Adda PMCRI: A Parallel Modular Classification Rule Induction Framework MLDM 2009 Springer 148 162
    • (2009) MLDM , pp. 148-162
    • Stahl, F.T.1    Bramer, M.A.2    Adda, M.3
  • 7
    • 8844251019 scopus 로고    scopus 로고
    • An information-theoretic approach to the pre-pruning of classification rules
    • B.N. M Musen, R. Studer, Kluwer
    • M.A. Bramer An information-theoretic approach to the pre-pruning of classification rules B.N. M Musen, R. Studer, Intelligent Information Processing 2002 Kluwer 201 212
    • (2002) Intelligent Information Processing , pp. 201-212
    • Bramer, M.A.1
  • 9
    • 77957031308 scopus 로고    scopus 로고
    • J-PMCRI: A methodology for inducing pre-pruned modular classification rules
    • Springer Brisbane
    • F. Stahl, M. Bramer, and M. Adda J-PMCRI: A methodology for inducing pre-pruned modular classification rules Artificial Intelligence in Theory and Practice III 2010 Springer Brisbane 47 56
    • (2010) Artificial Intelligence in Theory and Practice III , pp. 47-56
    • Stahl, F.1    Bramer, M.2    Adda, M.3
  • 11
    • 31444437725 scopus 로고    scopus 로고
    • Inducer: A public domain workbench for data mining
    • M.A. Bramer Inducer: a public domain workbench for data mining International Journal of Systems Science 36 2005 909 919
    • (2005) International Journal of Systems Science , vol.36 , pp. 909-919
    • Bramer, M.A.1
  • 12
    • 0008779286 scopus 로고    scopus 로고
    • Automatic induction of classification rules from examples using N-Prism
    • Springer-Verlag Cambridge
    • M.A. Bramer Automatic induction of classification rules from examples using N-Prism Research and Development in Intelligent Systems vol. XVI 2000 Springer-Verlag Cambridge 99 121
    • (2000) Research and Development in Intelligent Systems , vol.16 , pp. 99-121
    • Bramer, M.A.1
  • 13
    • 0026995495 scopus 로고    scopus 로고
    • Chimerge: Discretization of numeric attributes
    • R. Kerber, Chimerge: Discretization of numeric attributes, in: AAAI, pp. 123-128.
    • AAAI , pp. 123-128
    • Kerber, R.1
  • 14
    • 84857372863 scopus 로고    scopus 로고
    • Ph.D. Thesis, University of Portsmouth
    • F.T. Stahl, Parallel Rule Induction, Ph.D. Thesis, University of Portsmouth, 2009.
    • (2009) Parallel Rule Induction
    • Stahl, F.T.1
  • 15
    • 84882246360 scopus 로고    scopus 로고
    • Parallel rule induction with information theoretic pre-pruning
    • F.T. Stahl, M. Bramer, M. Adda, Parallel rule induction with information theoretic pre-pruning, in: SGAI Conf., pp. 151-164.
    • SGAI Conf. , pp. 151-164
    • Stahl, F.T.1    Bramer, M.2    Adda, M.3
  • 16
    • 0003408496 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • University of California, Irvine, Department of Information and Computer Sciences
    • C.L. Blake, C.J. Merz, UCI repository of machine learning databases, Technical Report, University of California, Irvine, Department of Information and Computer Sciences, 1998.
    • (1998) Technical Report
    • Blake, C.L.1    Merz, C.J.2
  • 17
    • 0036643222 scopus 로고    scopus 로고
    • Using J-Pruning to Reduce Overfitting in Classification Trees
    • M.A. Bramer Using J-Pruning to Reduce Overfitting in Classification Trees Knowledge-Based Systems 15 2002 301 308
    • (2002) Knowledge-Based Systems , vol.15 , pp. 301-308
    • Bramer, M.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.