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Volumn , Issue , 2010, Pages 3121-3124

The balanced accuracy and its posterior distribution

Author keywords

Bias; Class imbalance; Classification performance; Generalizability

Indexed keywords

BIAS; CLASS IMBALANCE; CLASS LABELS; CLASSIFICATION ALGORITHM; CLASSIFICATION PERFORMANCE; CONFIDENCE INTERVAL; CROSS VALIDATION; GENERALIZABILITY; IMBALANCED DATASET; OPTIMISTIC ESTIMATES; POINT ESTIMATE; POSTERIOR DISTRIBUTIONS;

EID: 78149473669     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.764     Document Type: Conference Paper
Times cited : (1384)

References (7)
  • 1
    • 21844462365 scopus 로고    scopus 로고
    • Tutorial on practical prediction theory for classification
    • J. Langford, "Tutorial on practical prediction theory for classification," Journal of Machine Learning Research, vol. 6, pp. 273-306, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 273-306
    • Langford, J.1
  • 3
    • 22944452794 scopus 로고    scopus 로고
    • Applying support vector machines to imbalanced datasets
    • R. Akbani, S. Kwek, and N. Japkowicz, "Applying support vector machines to imbalanced datasets," in Machine Learning: ECML 2004, 2004, pp. 39-50.
    • (2004) Machine Learning: ECML 2004 , pp. 39-50
    • Akbani, R.1    Kwek, S.2    Japkowicz, N.3
  • 5
    • 33845536164 scopus 로고    scopus 로고
    • The class imbalance problem: A systematic study
    • N. Japkowicz and S. Stephen, "The class imbalance problem: a systematic study," Intelligent Data Analysis, vol. 6, pp. 429-449, 2002.
    • (2002) Intelligent Data Analysis , vol.6 , pp. 429-449
    • Japkowicz, N.1    Stephen, S.2
  • 6
    • 34247338434 scopus 로고    scopus 로고
    • A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction
    • May
    • D. R. Velez, B. C. White, A. A. Motsinger, W. S. Bush, M. D. Ritchie, S. M. Williams, and J. H. Moore, "A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction," Genetic Epidemiology, vol. 31, no. 4, pp. 306-315, May 2007.
    • (2007) Genetic Epidemiology , vol.31 , Issue.4 , pp. 306-315
    • Velez, D.R.1    White, B.C.2    Motsinger, A.A.3    Bush, W.S.4    Ritchie, M.D.5    Williams, S.M.6    Moore, J.H.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.