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Volumn 29, Issue 2, 2010, Pages 318-319

Integrated discrimination improvement and probability-sensitive AUC variants

Author keywords

[No Author keywords available]

Indexed keywords

MARKER;

EID: 74749107167     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3761     Document Type: Letter
Times cited : (11)

References (9)
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  • 3
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    • A scored AUC metric for classifier evaluation and selection
    • Bonn, Germany, Available from
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    • Wu, S.1    Flach, P.2
  • 4
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    • An Improved Model Selection Heuristic for AUC
    • Springer: Berlin, DOI: 10.1007/978-3-540-74958-5-44
    • Wu S, Flach P, Ferri C. An Improved Model Selection Heuristic for AUC. Lecture Notes in Computer Science, vol. 4701. Springer: Berlin, 2007; 478-489. DOI: 10.1007/978-3-540-74958-5-44.
    • (2007) Lecture Notes in Computer Science , vol.4701 , pp. 478-489
    • Wu, S.1    Flach, P.2    Ferri, C.3
  • 5
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    • An experimental comparison of performance measures for classification
    • DOI: 10.1016/j.patrec.2008.08.010
    • Ferri C, Hernández-Orallo J, Modroiu R. An experimental comparison of performance measures for classification. Pattern Recognition Letters 2009; 30:27-38. DOI: 10.1016/j.patrec.2008.08.010.
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    • Ferri, C.1    Hernández-Orallo, J.2    Modroiu, R.3
  • 6
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    • An application of methods for the probabilistic three-class classification of pregnancies of unknown location
    • DOI: 10.1016/j.artmed.2008.12.003
    • Van Calster B, Condous G, Kirk E, Bourne T, Timmerman D, Van Huffel S. An application of methods for the probabilistic three-class classification of pregnancies of unknown location. Artificial Intelligence in Medicine 2009; 46:139-154. DOI: 10.1016/j.artmed.2008.12.003.
    • (2009) Artificial Intelligence in Medicine , vol.46 , pp. 139-154
    • Van Calster, B.1    Condous, G.2    Kirk, E.3    Bourne, T.4    Timmerman, D.5    Van Huffel, S.6
  • 7
    • 0032943941 scopus 로고    scopus 로고
    • Three-way ROCs
    • DOI: 10.1177/0272989X9901900110
    • Mossman D. Three-way ROCs. Medical Decision Making 1999; 19:78-89. DOI: 10.1177/0272989X9901900110.
    • (1999) Medical Decision Making , vol.19 , pp. 78-89
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  • 8
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    • A simple generalization of the area under the ROC curve for multiple class classification problems
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    • Hand, D.J.1    Till, R.J.2
  • 9
    • 56349140306 scopus 로고    scopus 로고
    • Van Calster B, Van Belle V, Condous G, Bourne T, Timmerman D, Van Huffel S. Multi-class AUC metrics and weighted alternatives. Proceedings of the 21st International Joint Conference on Neural Networks (IJCNN), Hong Kong, China, 2008; 1391-1397. DOI: 10.1109/IJCNN.2008.4633979.
    • Van Calster B, Van Belle V, Condous G, Bourne T, Timmerman D, Van Huffel S. Multi-class AUC metrics and weighted alternatives. Proceedings of the 21st International Joint Conference on Neural Networks (IJCNN), Hong Kong, China, 2008; 1391-1397. DOI: 10.1109/IJCNN.2008.4633979.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.