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Volumn 5702 LNCS, Issue , 2009, Pages 799-807

Decision trees using the minimum Entropy-of-error principle

Author keywords

Decision trees; Entropy of error; Node split criteria

Indexed keywords

BINARY DECISION TREES; CLASS DISTRIBUTIONS; GENERALIZATION PROPERTIES; MINIMUM ENTROPY; NEURAL NETWORK TRAINING; NEW CONCEPT; NODE SPLIT CRITERIA; UNIVARIATE;

EID: 70349306674     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03767-2_97     Document Type: Conference Paper
Times cited : (3)

References (10)
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    • Forina, M.1    Armanino, C.2
  • 5
    • 0031312210 scopus 로고    scopus 로고
    • Split Selection Methods for Classification Trees
    • Loh, W.-Y., Shih, Y.-S.: Split Selection Methods for Classification Trees. Statistica Sinica 7, 815-840 (1997)
    • (1997) Statistica Sinica , vol.7 , pp. 815-840
    • Loh, W.-Y.1    Shih, Y.-S.2
  • 7
    • 33744584654 scopus 로고
    • Induction of Decision Trees
    • Quinlan, J.R.: Induction of Decision Trees. Machine Learning 1, 81-106 (1986)
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 8
    • 70349372772 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5 Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)
    • Quinlan, J.R.: C4.5 Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)
  • 9
    • 33748288090 scopus 로고    scopus 로고
    • Error Entropy in Classification Problems: A Univariate Data Analysis
    • Silva, L.M., Felgueiras, C.S., Alexandre, L.A., Marques de Sá, J.: Error Entropy in Classification Problems: A Univariate Data Analysis. Neural Comp. 18, 2036-2061 (2006)
    • (2006) Neural Comp , vol.18 , pp. 2036-2061
    • Silva, L.M.1    Felgueiras, C.S.2    Alexandre, L.A.3    Marques de Sá, J.4
  • 10
    • 58849129862 scopus 로고    scopus 로고
    • The influence of the risk functional in data classification with mLPs
    • Kůrková, V, Neruda, R, Koutník, J, eds, ICANN 2008, Part I, Springer, Heidelberg
    • Silva, L.M., Embrechts, M.J., Santos, J.M., de Sá, J.M.: The influence of the risk functional in data classification with mLPs. In: Kůrková, V., Neruda, R., Koutník, J. (eds.) ICANN 2008, Part I. LNCS, vol. 5163, pp. 185-194. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5163 , pp. 185-194
    • Silva, L.M.1    Embrechts, M.J.2    Santos, J.M.3    de Sá, J.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.