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Volumn 34, Issue 4, 2006, Pages 709-721

Classification with reject option

Author keywords

Bayes classifiers; Classification; Empirical risk minimization; Margin condition; Plug in rules; Reject option

Indexed keywords


EID: 33847697675     PISSN: 03195724     EISSN: None     Source Type: Journal    
DOI: 10.1002/cjs.5550340410     Document Type: Article
Times cited : (250)

References (22)
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    • Empirical risk minimization
    • Unpublished manuscript
    • P. L. Bartlett & S. Mendelson (2003). Empirical risk minimization. Unpublished manuscript.
    • (2003)
    • Bartlett, P.L.1    Mendelson, S.2
  • 5
    • 33846313242 scopus 로고    scopus 로고
    • Introduction to statistical learning theory
    • O. Bousquet, U. von Luxburg & G. Rätsch, eds, Springer, New York, pp
    • S. Boucheron, O. Bousquet & G. Lugosi (2004). Introduction to statistical learning theory. In Advanced Lectures in Machine Learning (O. Bousquet, U. von Luxburg & G. Rätsch, eds.), Springer, New York, pp. 169-207.
    • (2004) Advanced Lectures in Machine Learning , pp. 169-207
    • Boucheron, S.1    Bousquet, O.2    Lugosi, G.3
  • 10
    • 2142773984 scopus 로고    scopus 로고
    • Analysis of error-reject trade-off in linearly combined multiple classifiers
    • G. Fumera & F. Roli (2004). Analysis of error-reject trade-off in linearly combined multiple classifiers. Pattern Recognition, 37, 1245-1265.
    • (2004) Pattern Recognition , vol.37 , pp. 1245-1265
    • Fumera, G.1    Roli, F.2
  • 11
    • 0034559464 scopus 로고    scopus 로고
    • Reject option with multiple thresholds
    • G. Fumera, F. Roli & G. Giacinto (2000). Reject option with multiple thresholds. Pattern Recognition, 33, 2099-2101.
    • (2000) Pattern Recognition , vol.33 , pp. 2099-2101
    • Fumera, G.1    Roli, F.2    Giacinto, G.3
  • 15
    • 85039174575 scopus 로고    scopus 로고
    • P. Massart (2006). Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003. Springer, in press. Preprint available online in pdf format at: http://www.math.upsud.fr/~massart/stf2003-massart.pdf
    • P. Massart (2006). Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003. Springer, in press. Preprint available online in pdf format at: http://www.math.upsud.fr/~massart/stf2003-massart.pdf
  • 19
    • 3142725508 scopus 로고    scopus 로고
    • Optimal aggregation of classifiers in statistical learning
    • A. B. Tsybakov (2004). Optimal aggregation of classifiers in statistical learning. The Annals of Statistics, 32, 135-166.
    • (2004) The Annals of Statistics , vol.32 , pp. 135-166
    • Tsybakov, A.B.1
  • 20
    • 23744505130 scopus 로고    scopus 로고
    • Square root penalty: Adaptation to the margin in classification and in edge estimation
    • A. B. Tsybakov & S. A. van de Geer (2005). Square root penalty: adaptation to the margin in classification and in edge estimation, The Annals of Statistics, 33, 1203-1224.
    • (2005) The Annals of Statistics , vol.33 , pp. 1203-1224
    • Tsybakov, A.B.1    van de Geer, S.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.