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Volumn , Issue , 2007, Pages 859-864

Constructing new and better evaluation measures for machine learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL DATASETS; EVALUATION MEASURES; GENERAL APPROACH; GREEDY SEARCH; LEARNING MODELS; PREDICTION PERFORMANCE; PREDICTIVE PERFORMANCE; ROOT MEAN SQUARE ERRORS;

EID: 65649085468     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (35)

References (17)
  • 1
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • C.L. Blake and C.J. Merz. UCI Repository of machine learning databases [http://www.ics.uci.edu/?mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science, 1998.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 2
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • A. P. Bradley. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition, 30:1145-1159, 1997.
    • (1997) Pattern Recognition , vol.30 , pp. 1145-1159
    • Bradley, A.P.1
  • 7
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • D. J. Hand and R. J. Till. A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning, 45:171-186, 2001.
    • (2001) Machine Learning , vol.45 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 10
    • 0003112380 scopus 로고
    • Comparison of inductive and naive Bayesian learning approaches to automatic knowledge acquisition
    • B. Wielinga, editor, IOS Press
    • I. Kononenko. Comparison of inductive and naive Bayesian learning approaches to automatic knowledge acquisition. In B. Wielinga, editor, Current Trends in Knowledge Acquisition. IOS Press, 1990.
    • (1990) Current Trends in Knowledge Acquisition
    • Kononenko, I.1
  • 12
    • 0042346121 scopus 로고    scopus 로고
    • Tree induction for probability-based ranking
    • F. Provost and P. Domingos. Tree induction for probability-based ranking. Machine Learning, 52:3:199-215, 2003.
    • (2003) Machine Learning , vol.52 , Issue.3 , pp. 199-215
    • Provost, F.1    Domingos, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.