메뉴 건너뛰기




Volumn 12, Issue 1, 2011, Pages 86-89

Letter to the editor: Stability of Random Forest importance measures

Author keywords

Importance measures; Random Forest; Ranking; Stability

Indexed keywords

ALGORITHM; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; FACTUAL DATABASE; GENE EXPRESSION PROFILING; LETTER;

EID: 79551641353     PISSN: 14675463     EISSN: 14774054     Source Type: Journal    
DOI: 10.1093/bib/bbq011     Document Type: Letter
Times cited : (295)

References (6)
  • 1
    • 69249085408 scopus 로고    scopus 로고
    • Stability and aggregation of ranked gene lists
    • Boulesteix AL, Slawski M. Stability and aggregation of ranked gene lists. Brief Bioinform 2009;10:556-68.
    • (2009) Brief Bioinform , vol.10 , pp. 556-568
    • Boulesteix, A.L.1    Slawski, M.2
  • 2
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman L. Random Forests. Mach Learn 2001;45:5-32.
    • (2001) Mach Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 3
    • 23844512858 scopus 로고    scopus 로고
    • NAT2 slow acetylation, GSTM1 null genotype, and risk of bladder cancer: results from the Spanish bladder cancer study and meta-analyses
    • García-Closas M, Malats N, Silverman D, et al. NAT2 slow acetylation, GSTM1 null genotype, and risk of bladder cancer: results from the Spanish bladder cancer study and meta-analyses. Lancet 2005;366(9486): 649-59.
    • (2005) Lancet , vol.366 , Issue.9486 , pp. 649-659
    • García-Closas, M.1    Malats, N.2    Silverman, D.3
  • 4
    • 72149083027 scopus 로고    scopus 로고
    • Genetic susceptibility to distinct bladder cancer subphenotypes
    • doi:10.1016/j.eururo.2009.08.001 (Advance Access publication 12 August 2009)
    • Guey LT, García-Closas M, Murta-Nascimento C, et al. Genetic susceptibility to distinct bladder cancer subphenotypes. Eur Urol 2009; doi:10.1016/j.eururo.2009.08.001 (Advance Access publication 12 August 2009).
    • (2009) Eur Urol
    • Guey, L.T.1    García-Closas, M.2    Murta-Nascimento, C.3
  • 5
    • 33847096395 scopus 로고    scopus 로고
    • Bias in Random Forest variable importance measures: illustrations, sources and a solution
    • Strobl C, Boulesteix A-L, Zeileis A, et al. Bias in Random Forest variable importance measures: illustrations, sources and a solution. BMC Bioinformatics 2007;8(25):1-21.
    • (2007) BMC Bioinformatics , vol.8 , Issue.25 , pp. 1-21
    • Strobl, C.1    Boulesteix, A.-L.2    Zeileis, A.3
  • 6
    • 48549095457 scopus 로고    scopus 로고
    • Conditional variable importance for Random Forests
    • Strobl C, Boulesteix A-L, Kneib T, et al. Conditional variable importance for Random Forests. BMC Bioinformatics 2008;9(307):1-11.
    • (2008) BMC Bioinformatics , vol.9 , Issue.307 , pp. 1-11
    • Strobl, C.1    Boulesteix, A.-L.2    Kneib, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.