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Volumn , Issue , 2004, Pages 903-910

Learning and evaluating classifiers under sample selection bias

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS LEARNING METHODS; ECONOMETRICS; SAMPLE SELECTION BIAS; TRAINING DATA;

EID: 14344263218     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (496)

References (15)
  • 1
    • 0003704318 scopus 로고    scopus 로고
    • Department of Information and Computer Sciences, University of California, Irvine
    • Bay, S. D. (2000). UCI KDD archive. Department of Information and Computer Sciences, University of California, Irvine. http://kdd.ics.uci.edu/.
    • (2000) UCI KDD Archive
    • Bay, S.D.1
  • 3
    • 0003408496 scopus 로고    scopus 로고
    • Department of Information and Computer Sciences, University of California, Irvine
    • Blake, C. L., & Merz, C. J. (1998). UCI repository of machine learning databases. Department of Information and Computer Sciences, University of California, Irvine. http: //www.ics.uci.edu/~mlearn/MLRepository.html.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 7
    • 0000125534 scopus 로고
    • Sample selection bias as a specification error
    • Heckman, J. (1979). Sample selection bias as a specification error. Econometrica, 47, 153-161.
    • (1979) Econometrica , vol.47 , pp. 153-161
    • Heckman, J.1
  • 9
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Schölkopf, C. Burges and A. Smola (Eds.). MIT Press
    • Joachims, T. (2000b). Making large-scale SVM learning practical. In B. Schölkopf, C. Burges and A. Smola (Eds.), Advances in kernel methods - support vector learning. MIT Press.
    • (2000) Advances in Kernel Methods - Support Vector Learning
    • Joachims, T.1
  • 11
    • 59549087165 scopus 로고    scopus 로고
    • On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes
    • Ng, A., & Jordan, M. (2002). On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes. Neural Information Processing Systems 14.
    • (2002) Neural Information Processing Systems , vol.14
    • Ng, A.1    Jordan, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.