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Volumn 24, Issue 1, 2008, Pages 135-136

vbmp: Variational Bayesian Multinomial Probit Regression for multi-class classification in R

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIOINFORMATICS; BREAST CANCER; COMPUTER PROGRAM; GENE EXPRESSION PROFILING; METHODOLOGY; MICROARRAY ANALYSIS; MOLECULAR RECOGNITION; PERFORMANCE MEASUREMENT SYSTEM; PRIORITY JOURNAL; PROTEIN STRUCTURE;

EID: 37549046003     PISSN: 13674803     EISSN: 14602059     Source Type: Journal    
DOI: 10.1093/bioinformatics/btm535     Document Type: Article
Times cited : (6)

References (10)
  • 1
    • 0035014847 scopus 로고    scopus 로고
    • Multi-class protein fold recognition using support vector machines and neural networks
    • Ding,C. and Dubchak,I. (2001) Multi-class protein fold recognition using support vector machines and neural networks, Bioinformatics, 17 349-358.
    • (2001) Bioinformatics , vol.17 , pp. 349-358
    • Ding, C.1    Dubchak, I.2
  • 2
    • 33745841370 scopus 로고    scopus 로고
    • Variational Bayesian multinomial probit regression with Gaussian process priors
    • Girolami,M. and Rogers,S. (2006) Variational Bayesian multinomial probit regression with Gaussian process priors. Neural Comput., 18, 1790-1817.
    • (2006) Neural Comput , vol.18 , pp. 1790-1817
    • Girolami, M.1    Rogers, S.2
  • 3
    • 84864066685 scopus 로고    scopus 로고
    • Data integration for classification problems employing Gaussian process priors
    • Scholkopf,B. et al, eds, MIT Press, Cambridge
    • Girolami,M. and Zhong,M. (2007) Data integration for classification problems employing Gaussian process priors. In Scholkopf,B. et al. (eds) Advances in Neural Information Processing Systems. Vol. 19, MIT Press, Cambridge.
    • (2007) Advances in Neural Information Processing Systems , vol.19
    • Girolami, M.1    Zhong, M.2
  • 4
    • 33746071182 scopus 로고    scopus 로고
    • Accurate prediction of BRCA1 and BRCA2 heterozygous genotype using expression profiling after induced DNA damage
    • Kote-Jarai,Z. et al. (2006) Accurate prediction of BRCA1 and BRCA2 heterozygous genotype using expression profiling after induced DNA damage. Clin. Cancer Res., 12, 3896-3901.
    • (2006) Clin. Cancer Res , vol.12 , pp. 3896-3901
    • Kote-Jarai, Z.1
  • 5
    • 34948825314 scopus 로고    scopus 로고
    • Extensions of the informative vector machine
    • Winkler,J. et al, eds, Springer-Verlag, Berlin Heidelberg
    • Lawrence,N.D. et al. (2005) Extensions of the informative vector machine. In Winkler,J. et al. (eds) Deterministic and Statistical Methods in Machine Learning. Springer-Verlag, Berlin Heidelberg.
    • (2005) Deterministic and Statistical Methods in Machine Learning
    • Lawrence, N.D.1
  • 8
    • 0002628667 scopus 로고    scopus 로고
    • Regression and classification using Gaussian process priors
    • Dawid,A.P. et al, eds, Oxford University Press, Oxford, pp
    • Neal,R. (1998) Regression and classification using Gaussian process priors, In Dawid,A.P. et al. (eds) Bayesian Statistics Vol. 6, Oxford University Press, Oxford, pp. 475-501.
    • (1998) Bayesian Statistics , vol.6 , pp. 475-501
    • Neal, R.1
  • 9
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team , Vienna, Austria. ISBN 3-900051-07-0
    • R Development Core Team (2005) R: A language and environment for statistical computing. In R Foundation for Statistical Computing. Vienna, Austria. ISBN 3-900051-07-0.
    • (2005) R Foundation for Statistical Computing


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