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BMC Proceedings
Volumn 5, Issue SUPPL. 3, 2011, Pages
A comparison of random forests, boosting and support vector machines for genomic selection
Author keywords

[No Author keywords available]
Indexed keywords

CHROMOSOME; CONFERENCE PAPER; GENE LOCATION; GENETIC SELECTION; GENOME; HUMAN; PREDICTION; PRIORITY JOURNAL; QUANTITATIVE TRAIT LOCUS;
EID: 84859786369     PISSN: None     EISSN: 17536561     Source Type: Journal    
DOI: 10.1186/1753-6561-5-S3-S11     Document Type: Conference Paper
Times cited : (217)
References (10)
  • 1
    • 0035045051 scopus 로고    scopus 로고
    • Prediction of total genetic value using genome-wide dense marker maps
    • Prediction of total genetic value using genome-wide dense marker maps. Meuwissen THE, Hayes BJ, Goddard ME, Genetics 2001 157 1819 1829 11290733 (Pubitemid 32298846)
    • (2001) Genetics , vol.157 , Issue.4 , pp. 1819-1829
    • Meuwissen, T.H.E.1    Hayes, B.J.2    Goddard, M.E.3
  • 2
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Random forests. Breiman L, Machine Learning 2001 45 5 32 10.1023/A:1010933404324 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 3
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Classification and regression by randomForest. Liaw A, Wiener M, R News 2002 2 18 22
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 4
    • 48549094895 scopus 로고    scopus 로고
    • A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
    • 10.1186/1471-2105-9-319 18647401
    • A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification. Statnikov A, Wang L, Aliferis CF, BMC Bioinformatics 2008 9 319 324 10.1186/1471-2105-9-319 18647401
    • (2008) BMC Bioinformatics , vol.9 , pp. 319-324
    • Statnikov, A.1    Wang, L.2    Aliferis, C.F.3
  • 7
    • 67849083102 scopus 로고    scopus 로고
    • Ridge regression and extensions for genome-wide selection in maize
    • 10.2135/cropsci2008.10.0595
    • Ridge regression and extensions for genome-wide selection in maize. Piepho HP, Crop Science 2009 49 1165 1176 10.2135/cropsci2008.10.0595
    • (2009) Crop Science , vol.49 , pp. 1165-1176
    • Piepho, H.P.1
  • 8
    • 84859549618 scopus 로고    scopus 로고
    • Misc Functions of the Department of Statistics (e1071), TU Wien
    • version 1.5-24. Available at http://cran.r-project.org/web/packages/ e1071/
    • Misc Functions of the Department of Statistics (e1071), TU Wien. Dimitriadou E, Hornik K, Leisch K, Meyer D, Weingessel A, R package version 1.5-24. Available at http://cran.r-project.org/web/packages/e1071/
    • R Package
    • Dimitriadou, E.1    Hornik, K.2    Leisch, K.3    Meyer, D.4    Weingessel, A.5
  • 9
    • 33750407091 scopus 로고    scopus 로고
    • Gbm: Generalized boosted regression models
    • version 1.6-3.1. Available at http://cran.r-project.org/web/packages/gbm/
    • Gbm: Generalized boosted regression models. Ridgeway G, R package version 1.6-3.1. Available at http://cran.r-project.org/web/packages/gbm/
    • R Package
    • Ridgeway, G.1
  • 10
    • 77949812757 scopus 로고    scopus 로고
    • A comparison of five methods to predict genomic breeding values of dairy bulls from genom-wide SNP markers
    • 10.1186/1297-9686-41-56
    • A comparison of five methods to predict genomic breeding values of dairy bulls from genom-wide SNP markers. Moser G, Tier B, Crump RE, Khatkar MS, Raadsma HW, Genet Sel Evol. 2009 31 41 56 10.1186/1297-9686-41-56
    • (2009) Genet Sel Evol. , vol.31 , pp. 41-56
    • Moser, G.1    Tier, B.2    Crump, R.E.3    Khatkar, M.S.4    Raadsma, H.W.5

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.