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Volumn , Issue , 2005, Pages 1622-1623

Active cost-sensitive learning

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION DECISION; CLASSIFICATION TASKS; COST-SENSITIVE LEARNING; INPUT SPACE; LOSS FUNCTIONS; NETWORK INTRUSION DETECTION; NON-UNIFORM;

EID: 84880757496     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (48)

References (12)
  • 2
    • 0041382385 scopus 로고    scopus 로고
    • Technical report, Dept. of Statistics, University of California, Berkeley
    • L. Breiman. Random forests. Technical report, Dept. of Statistics, University of California, Berkeley, 2001.
    • (2001) Random Forests
    • Breiman, L.1
  • 3
    • 0028424239 scopus 로고
    • Improved generalization with active learning
    • D. A. Cohn, L. Atlas, and R. Ladner. Improved generalization with active learning. Machine Learning, 15:201-221, 1994.
    • (1994) Machine Learning , vol.15 , pp. 201-221
    • Cohn, D.A.1    Atlas, L.2    Ladner, R.3
  • 5
    • 0036680338 scopus 로고    scopus 로고
    • Learning cost-sensitive active classifiers
    • DOI 10.1016/S0004-3702(02)00209-6, PII S0004370202002096
    • R. Greiner, A. J. Grove, and D. Roth. Learning cost-sensitive active classifiers. Artificial Intelligence. 139:2, pages 137-174, 2002. (Pubitemid 34802160)
    • (2002) Artificial Intelligence , vol.139 , Issue.2 , pp. 137-174
    • Greiner, R.1    Grove, A.J.2    Roth, D.3
  • 9
    • 84945318292 scopus 로고    scopus 로고
    • Class probability estimation and cost-sensitive classification decisions
    • Proc. ECML- 2002, 13th European Conference on Machine Learning, Proceedings, Springer Verlag
    • D. D. Margineantu. Class probability estimation and cost-sensitive classification decisions. In Proc. ECML- 2002, 13th European Conference on Machine Learning, Proceedings, pages 270-281. LNAI 2430, Springer Verlag, 2002.
    • (2002) LNAI , vol.2430 , pp. 270-281
    • Margineantu, D.D.1
  • 10
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based rankings
    • F. Provost and P. Domingos. Tree induction for probability-based rankings. Machine Learning, 52:3, 2003.
    • (2003) Machine Learning , vol.52 , pp. 3
    • Provost, F.1    Domingos, P.2
  • 12
    • 0003259364 scopus 로고    scopus 로고
    • Obtaining calibrated probability estimates from decision trees and naive bayesian classifiers
    • Morgan Kaufmann
    • B. Zadrozny and C. Elkan. Obtaining calibrated probability estimates from decision trees and naive bayesian classifiers. In Proc. of the Eighteenth Intrnl. Conference on Machine Learning, pages 609-616. Morgan Kaufmann, 2001.
    • (2001) Proc. of the Eighteenth Intrnl. Conference on Machine Learning , pp. 609-616
    • Zadrozny, B.1    Elkan, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.