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Volumn 35, Issue 3, 2008, Pages 233-244

A comparison of classification models to identify the Fragile X Syndrome

Author keywords

Classification trees; Ensemble methods; Fragile X syndrome; Logistic regression; Multilayer perceptron; R system; Support vector machines

Indexed keywords


EID: 40949153850     PISSN: 02664763     EISSN: 13600532     Source Type: Journal    
DOI: 10.1080/02664760701832976     Document Type: Article
Times cited : (10)

References (28)
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L. (1996) Bagging predictors. Mach. Learn., 24, pp. 123-140.
    • (1996) Mach. Learn. , vol.24 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. (2001) Random forests. Mach. Learn., 45:1, pp. 5-32.
    • (2001) Mach. Learn. , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 14644395930 scopus 로고    scopus 로고
    • Population theory for boosting ensembles
    • Breiman, L. (2004) Population theory for boosting ensembles. The Ann. Stat., 32:1, pp. 1-11.
    • (2004) The Ann. Stat. , vol.32 , Issue.1 , pp. 1-11
    • Breiman, L.1
  • 7
    • 79958810091 scopus 로고    scopus 로고
    • RandomForest: Breiman and Cutler's random forests for classification and regression
    • Breiman, L. (2005) RandomForest: Breiman and Cutler's random forests for classification and regression. R package version 4.5-2.
    • (2005) R Package Version 4.5-2
    • Breiman, L.1
  • 9
    • 0043289776 scopus 로고    scopus 로고
    • Analyzing bagging
    • Bühlman, P. and Yu, B. (2002) Analyzing bagging. The Ann. Stat., 30:4, pp. 927-961.
    • (2002) The Ann. Stat. , vol.30 , Issue.4 , pp. 927-961
    • Bühlman, P.1    Yu, B.2
  • 10
    • 84972539015 scopus 로고
    • Neural Networks: A review from a statistical perspective
    • Cheng, B. and Titterington, D. M. (1994) Neural Networks: A review from a statistical perspective. Stat. Sci., 9, pp. 2-54.
    • (1994) Stat. Sci. , vol.9 , pp. 2-54
    • Cheng, B.1    Titterington, D.M.2
  • 14
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of online learning and application to boosting
    • Freund, Y. and Schapire, R. (1997) A decision-theoretic generalization of online learning and application to boosting. J. Comput. and Syst. Sci., 55, pp. 119-139.
    • (1997) J. Comput. and Syst. Sci. , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 15
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and validation of cancer tissue samples using microarray expression data
    • Furey, T. S. (2000) Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics, 16, pp. 906-914.
    • (2000) Bioinformatics , vol.16 , pp. 906-914
    • Furey, T.S.1
  • 19
    • 0030305457 scopus 로고    scopus 로고
    • R a language for data analysis and graphics
    • Ihaka, R. and Gentleman, R. (1996) R a language for data analysis and graphics. J. Comput. and Graph. Stat., 5, pp. 299-314.
    • (1996) J. Comput. and Graph. Stat. , vol.5 , pp. 299-314
    • Ihaka, R.1    Gentleman, R.2
  • 22
    • 0006178946 scopus 로고
    • Problems in the analysis of survey data, and a proposal
    • Morgan, J. and Sonquist, J. (1963) Problems in the analysis of survey data, and a proposal. J. Amer. Statist. Soc., 58, pp. 415-434.
    • (1963) J. Amer. Statist. Soc. , vol.58 , pp. 415-434
    • Morgan, J.1    Sonquist, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.