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Volumn , Issue , 2010, Pages 737-742

Quantification via probability estimators

Author keywords

Class imbalance; Classification; Probability estimators; Quantification

Indexed keywords

CLASS DISTRIBUTIONS; CLASS IMBALANCE; CLASSIFICATION; MACHINE-LEARNING; PROBABILITY ESTIMATION; PROBABILITY ESTIMATOR; QUANTIFICATION; REAL VALUES;

EID: 79951729307     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2010.75     Document Type: Conference Paper
Times cited : (108)

References (7)
  • 1
    • 33646391662 scopus 로고    scopus 로고
    • Counting positives accurately despite inaccurate classification
    • G. Forman, "Counting positives accurately despite inaccurate classification," in ECML, 2005, pp. 564-575.
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    • Forman, G.1
  • 3
    • 50549093309 scopus 로고    scopus 로고
    • Quantifying counts and costs via classification
    • -, "Quantifying counts and costs via classification," Data Min. Knowl. Discov., vol. 17, no. 2, pp. 164-206, 2008.
    • (2008) Data Min. Knowl. Discov. , vol.17 , Issue.2 , pp. 164-206
    • Forman, G.1
  • 6
    • 70349280929 scopus 로고    scopus 로고
    • An experimental comparison of performance measures for classification
    • C. Ferri, J. Hernández-Orallo, and R. Modroiu, "An experimental comparison of performance measures for classification," Pattern Recogn. Lett., vol. 30, no. 1, pp. 27-38, 2009.
    • (2009) Pattern Recogn. Lett. , vol.30 , Issue.1 , pp. 27-38
    • Ferri, C.1    Hernández-Orallo, J.2    Modroiu, R.3
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • J. Demsar, "Statistical comparisons of classifiers over multiple data sets," Journal of Machine Learning Research, vol. 7, pp. 1-30, January 2006. (Pubitemid 43022939)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.