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Volumn 18, Issue 5, 2006, Pages 626-637

Test-cost sensitive classification on data with missing values

Author keywords

Cost sensitive learning; Decision trees; Naive bayes

Indexed keywords

CLASSIFICATION (OF INFORMATION); COST BENEFIT ANALYSIS; DECISION MAKING; ERROR ANALYSIS; MATHEMATICAL TECHNIQUES; TREES (MATHEMATICS);

EID: 33645690975     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.84     Document Type: Article
Times cited : (65)

References (22)
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  • 7
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  • 8
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    • (1993) Machine Learning J. , vol.13 , pp. 7-33
    • Tan, M.1
  • 10
    • 0000865580 scopus 로고
    • Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • P.D. Turney, "Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm," J. Artificial Intelligence Research, vol. 2, pp. 369-409, 1995.
    • (1995) J. Artificial Intelligence Research , vol.2 , pp. 369-409
    • Turney, P.D.1
  • 12
    • 0036680338 scopus 로고    scopus 로고
    • Learning cost-sensitive active classifiers
    • R. Greiner, A. Grove, and D. Roth, "Learning Cost-Sensitive Active Classifiers," Artificial Intelligence J., vol. 139, no. 2, pp. 137-174, 2002.
    • (2002) Artificial Intelligence J. , vol.139 , Issue.2 , pp. 137-174
    • Greiner, R.1    Grove, A.2    Roth, D.3
  • 15
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    • On the optimality of the simple bayesian classifier under zero-one loss
    • P. Domingos and M. Pazzani, "On the Optimality of the Simple Bayesian Classifier Under Zero-One Loss," Machine Learning, vol. 29, pp. 103-130, 1997.
    • (1997) Machine Learning , vol.29 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 19
    • 0000865580 scopus 로고
    • cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • P.D. Turney, "Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm," J. Artificial Intelligence Research (JAIR), vol. 2, pp. 369-409, 1995.
    • (1995) J. Artificial Intelligence Research (JAIR) , vol.2 , pp. 369-409
    • Turney, P.D.1
  • 21
    • 0027682298 scopus 로고
    • Cost-sensitive learning of classification knowledge and its applications in robotics
    • M. Tan, "Cost-Sensitive Learning of Classification Knowledge and Its Applications in Robotics," Machine Learning, vol. 13, pp. 7-33, 1993.
    • (1993) Machine Learning , vol.13 , pp. 7-33
    • Tan, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.