메뉴 건너뛰기




Volumn 26, Issue 6, 2010, Pages 822-830

Small-sample precision of ROC-related estimates

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; DNA MICROARRAY; LABORATORY DIAGNOSIS; METHODOLOGY; RECEIVER OPERATING CHARACTERISTIC;

EID: 77951964158     PISSN: 13674803     EISSN: 14602059     Source Type: Journal    
DOI: 10.1093/bioinformatics/btq037     Document Type: Article
Times cited : (259)

References (17)
  • 1
    • 0035923521 scopus 로고    scopus 로고
    • Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses
    • Bhattacharjee,A. et al. (2001) Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses. Proc. Natl Acad. Sci. USA, 98, 13790-13795.
    • (2001) Proc. Natl Acad. Sci. USA , vol.98 , pp. 13790-13795
    • Bhattacharjee, A.1
  • 2
    • 1342330535 scopus 로고    scopus 로고
    • Is cross-validation valid for small-sample microarray classification
    • Braga-Neto,U.M. and Dougherty,E.R. (2004) Is cross-validation valid for small-sample microarray classification. Bioinformatics, 20, 374-380.
    • (2004) Bioinformatics , vol.20 , pp. 374-380
    • Braga-Neto, U.M.1    Dougherty, E.R.2
  • 4
    • 24044535745 scopus 로고    scopus 로고
    • Exact performance of error estimators for discrete classifiers
    • Braga-Neto,U.M. and Dougherty,E.R. (2005b) Exact performance of error estimators for discrete classifiers. Pattern Recogn., 38, 1799-1814.
    • (2005) Pattern Recogn. , vol.38 , pp. 1799-1814
    • Braga-Neto, U.M.1    Dougherty, E.R.2
  • 6
    • 0018179125 scopus 로고
    • Additive estimators for probabilities of correct classification
    • Glick,N. (1978) Additive estimators for probabilities of correct classification. Pattern Recogn., 10, 211-222.
    • (1978) Pattern Recogn. , vol.10 , pp. 211-222
    • Glick, N.1
  • 7
    • 37649015028 scopus 로고    scopus 로고
    • Decorrelation of the true and estimated classifier errors in high-dimensional settings
    • Hanczar,B. et al. (2007) Decorrelation of the true and estimated classifier errors in high-dimensional settings. EURASIP J. Bioinform. Syst. Biol., Article ID 38473.
    • (2007) EURASIP J. Bioinform. Syst. Biol.
    • Hanczar, B.1
  • 8
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • Hand,D.J. and Till,R.J. (2001) A simple generalisation of the area under the ROC curve for multiple class classification problems. Mach. Learn., 45, 171-186.
    • (2001) Mach. Learn. , vol.45 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 9
    • 0038047907 scopus 로고    scopus 로고
    • Relation between permutation-test p values and classifier error estimates
    • Hsing,T. et al. (2003) Relation between permutation-test p values and classifier error estimates. Mach. Learn., 52, 11-30.
    • (2003) Mach. Learn. , vol.52 , pp. 11-30
    • Hsing, T.1
  • 10
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Mann,H.B. and Whitney,D.R. (1947) On a test of whether one of two random variables is stochastically larger than the other. Ann. Math. Stat., 18, 50-60.
    • (1947) Ann. Math. Stat. , vol.18 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 11
    • 2342571696 scopus 로고    scopus 로고
    • Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker
    • Pepe,M.S. et al. (2004) Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker. Am J. Epidemiol., 159, 882-890.
    • (2004) Am J. Epidemiol. , vol.159 , pp. 882-890
    • Pepe, M.S.1
  • 12
    • 34250687198 scopus 로고    scopus 로고
    • Poor prognosis in carcinoma is associated with a gene expression signature of aberrant PTEN tumor suppressor pathway activity
    • Saal,L.H. et al. (2007) Poor prognosis in carcinoma is associated with a gene expression signature of aberrant PTEN tumor suppressor pathway activity. Proc. Natl Acad. Sci. USA, 104, 7564-7569.
    • (2007) Proc. Natl Acad. Sci. USA , vol.104 , pp. 7564-7569
    • Saal, L.H.1
  • 13
    • 33846465545 scopus 로고    scopus 로고
    • Molecular markers of early parkinson's disease based on gene expression in blood
    • Scherzer,C.R. et al. (2007) Molecular markers of early parkinson's disease based on gene expression in blood. Proc. Natl Acad. Sci. USA, 104, 955-960.
    • (2007) Proc. Natl Acad. Sci. USA , vol.104 , pp. 955-960
    • Scherzer, C.R.1
  • 14
    • 33750052587 scopus 로고    scopus 로고
    • What should be expected from feature selection in small-sample settings
    • Sima,C. and Dougherty,E.R. (2006) What should be expected from feature selection in small-sample settings. Bioinformatics, 22, 2430-2436.
    • (2006) Bioinformatics , vol.22 , pp. 2430-2436
    • Sima, C.1    Dougherty, E.R.2
  • 15
    • 85152631406 scopus 로고
    • Signal detection theory: Valuable tools for evaluating inductive learning
    • San Mateo,C.M.K. (ed.). Morgan Kaufmann Publishers, San Francisco
    • Spackman,K.A. (1989) Signal detection theory: Valuable tools for evaluating inductive learning. In San Mateo,C.M.K. (ed.) Sixth International Workshop on Machine Learning, Morgan Kaufmann Publishers, San Francisco.
    • (1989) Sixth International Workshop on Machine Learning
    • Spackman, K.A.1
  • 16
    • 0037137519 scopus 로고    scopus 로고
    • A gene-expression signature as a predictor of survival in breast cancer
    • van de Vijver,M.J. et al. (2002) A gene-expression signature as a predictor of survival in breast cancer. N. Engl. J. Med., 347, 1999-2009.
    • (2002) N. Engl. J. Med. , vol.347 , pp. 1999-2009
    • van de Vijver, M.J.1
  • 17
    • 67649390743 scopus 로고    scopus 로고
    • On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers
    • Zollanvari,A. et al. (2009)On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers. Pattern Recogn., 42, 2705-2723.
    • (2009) Pattern Recogn. , vol.42 , pp. 2705-2723
    • Zollanvari, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.