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Volumn 10, Issue , 2009, Pages 2273-2293

Learning nondeterministic classifiers

Author keywords

Multi label classification; Multiclassification; Nondeterministic; Posterior probabilities; Reject option

Indexed keywords

ALTERNATIVE APPROACH; DATA SETS; EXPERIMENTAL STUDIES; INPUT SPACE; LEARNING TASKS; LOGISTIC REGRESSIONS; LOSS FUNCTIONS; MULTI-CLASS; MULTI-CLASSIFICATION; MULTI-LABEL; MULTICLASS SUPPORT VECTOR MACHINES; NAIVE BAYES; POSTERIOR PROBABILITY;

EID: 70450255146     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (81)

References (27)
  • 5
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • G.W. Brier. Verification of forecasts expressed in terms of probability. Monthly Weather Rev, 78: 1-3, 1950.
    • (1950) Monthly Weather Rev , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 6
    • 0014710323 scopus 로고
    • On optimum recognition error and reject tradeoff
    • C. Chow. On optimum recognition error and reject tradeoff. IEEE Transactions on Information Theory, 16(1):41-46, 1970.
    • (1970) IEEE Transactions on Information Theory , vol.16 , Issue.1 , pp. 41-46
    • Chow, C.1
  • 7
    • 6944251719 scopus 로고    scopus 로고
    • Predicting gene function in Saccharomyces cerevisiae
    • A. Clare and R.D. King. Predicting gene function in Saccharomyces cerevisiae. Bioinformatics, 19 (2):42-49, 2003.
    • (2003) Bioinformatics , vol.19 , Issue.2 , pp. 42-49
    • Clare, A.1    King, R.D.2
  • 8
    • 44649172521 scopus 로고    scopus 로고
    • Learning reliable classifiers from small or incomplete data sets: The Naive Credal Classifier 2
    • G. Corani and M. Zaffalon. Learning reliable classifiers from small or incomplete data sets: The Naive Credal Classifier 2. Journal of Machine Learning Research, 9:581-621, 2008a.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 581-621
    • Corani, G.1    Zaffalon, M.2
  • 10
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • J. Demšar. Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7:1-30,2006.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1
  • 20
    • 27544451127 scopus 로고    scopus 로고
    • Simple decision rules for classifying human cancers from gene expression profiles
    • A.C. Tan, D.Q. Naiman, L. Xu, R.L. Winslow, and D. Geman. Simple decision rules for classifying human cancers from gene expression profiles. Bioinformatics, 21(20):3896-3904, 2005.
    • (2005) Bioinformatics , vol.21 , Issue.20 , pp. 3896-3904
    • Tan, A.C.1    Naiman, D.Q.2    Xu, L.3    Winslow, R.L.4    Geman, D.5
  • 23
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • August
    • T.-F. Wu, C.-J. Lin, and R. C. Weng. Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research, 5:975-1005, August 2004.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 975-1005
    • Wu, T.-F.1    Lin, C.-J.2    Weng, R.C.3
  • 25
    • 1542787400 scopus 로고    scopus 로고
    • Multiclass classification of microarray data with repeated measurements: Application to cancer
    • K.Y. Yeung and R.E. Bumgarner. Multiclass classification of microarray data with repeated measurements: application to cancer. Genome Biology, 4(12):R83,2003.
    • (2003) Genome Biology , vol.4 , Issue.12
    • Yeung, K.Y.1    Bumgarner, R.E.2
  • 26
    • 19544362938 scopus 로고    scopus 로고
    • Bayesian model averaging: Development of an improved multiclass, gene selection and classification tool for microarray data
    • K.Y. Yeung, R.E. Bumgarner, and A.E. Raftery. Bayesian model averaging: development of an improved multiclass, gene selection and classification tool for microarray data. Bioinformatics, 21(10):2394-2402, 2005.
    • (2005) Bioinformatics , vol.21 , Issue.10 , pp. 2394-2402
    • Yeung, K.Y.1    Bumgarner, R.E.2    Raftery, A.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.