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Volumn 8725 LNAI, Issue PART 2, 2014, Pages 18-33

Reliability maps: A tool to enhance probability estimates and improve classification accuracy

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EID: 84907049550     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-662-44851-9_2     Document Type: Conference Paper
Times cited : (22)

References (18)
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    • Allwein, E.1    Schapire, R.2    Singer, Y.3
  • 3
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    • Solving Multiclass Learning Problems via Error-Correcting Output Codes
    • Dietterich, T., Bakiri, G.: Solving Multiclass Learning Problems via Error-Correcting Output Codes. Journal of Artificial Intelligence Research 2, 263-286 (1995)
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.1    Bakiri, G.2
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    • Efficient estimation of conditional variance functions in stochastic regression
    • Fan, J., Yao, Q.: Efficient estimation of conditional variance functions in stochastic regression. Biometrika 85(3), 645-660 (1998)
    • (1998) Biometrika , vol.85 , Issue.3 , pp. 645-660
    • Fan, J.1    Yao, Q.2
  • 9
    • 72449154589 scopus 로고    scopus 로고
    • A review on the combination of binary classifiers in multiclass problems
    • Lorena, A.C., Carvalho, A., Gama, J.: A review on the combination of binary classifiers in multiclass problems. Artificial Intelligence Review 30, 19-37 (2009)
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    • Lorena, A.C.1    Carvalho, A.2    Gama, J.3
  • 10
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    • A new vector partition of the probability score
    • Murphy, A.H.: A new vector partition of the probability score. Journal of Applied Meteorology 12(4), 595-600 (1973)
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    • Murphy, A.H.1
  • 12
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. Machine Learning 37(3), 297-336 (1999)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 16
    • 0037368938 scopus 로고    scopus 로고
    • Coding and decoding strategies for multi-class learning problems
    • Windeatt, T., Ghaderi, R.: Coding and decoding strategies for multi-class learning problems. Information Fusion 4(1), 11-21 (2003)
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  • 17
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    • Transforming classifier scores into accurate multiclass probability estimates
    • ACM Press, New York
    • Zadrozny, B., Elkan, C.: Transforming classifier scores into accurate multiclass probability estimates. In: Eighth ACM SIGKDD International Conference, pp. 694-699. ACM Press, New York (2002)
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    • Zadrozny, B.1    Elkan, C.2
  • 18
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    • Research on the unbiased probability estimation of error-correcting output coding
    • Zhou, J.D., Wang, X.D., Song, H.: Research on the unbiased probability estimation of error-correcting output coding. Pattern Recognition 44(7), 1552-1565 (2011)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.