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Volumn , Issue , 2005, Pages 198-205

Estimating class membership probabilities using classifier learners

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE ESTIMATION; BINARY CLASSIFICATION; CLASS PROBABILITIES; CLASSIFIER LEARNING; DATA SETS; ERROR RATE; MEMBERSHIP PROBABILITY;

EID: 84862595317     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (33)

References (17)
  • 3
    • 0004007675 scopus 로고    scopus 로고
    • Assessing the calibration of naive bayes' posterior estimates (2000)
    • Carnegie Mellon University
    • P. Bennett (2000). Assessing the Calibration of Naive Bayes' Posterior Estimates (2000). Technical Report CMU-CS-00-155, Computer Science Department, Carnegie Mellon University.
    • (2000) Technical Report CMU-CS-00-155, Computer Science Department
    • Bennett, P.1
  • 5
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • C. L. Blake and C. J. Merz (1998). UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository]. Irvine, CA: University of California, Department of Information and Computer Science.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Y. Freund and R. E. Schapire (1997). A decision-theoretic generalization of on-line learning and an application to boosting. In Journal of Computer and System Sciences, 55:1, 119-139.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 8
    • 0003704318 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • S. Hettich and S. D. Bay (1999). The UCI KDD Archive [http://kdd.ics.uci. edu]. Irvine, CA: University of California, Department of Information and Computer Science.
    • (1999) The UCI KDD Archive
    • Hettich, S.1    Bay, S.D.2
  • 11
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • A. Smola, P. Bartlett, B. Schölkopf, D. Schuurmans (eds.) MIT Press
    • J. Piatt (1999). Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods. In A. Smola, P. Bartlett, B. Schölkopf, D. Schuurmans (eds.) Advances in Large Margin Classifiers, 61-74. MIT Press.
    • (1999) Advances in Large Margin Classifiers , pp. 61-74
    • Piatt, J.1
  • 12
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based rankings
    • Kluwer
    • F. Provost and P. Domingos (2003). Tree Induction for Probability-based Rankings. In Machine Learning, 52:3, 199-216. Kluwer.
    • (2003) Machine Learning , vol.52 , Issue.3 , pp. 199-216
    • Provost, F.1    Domingos, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.