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Volumn 2, Issue , 2003, Pages 848-855

Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PROBLEMS; COST FUNCTIONS; RECEIVER OPERATING CHARACTERISTICS (ROC); WILCOXON-MANN WHITNEY STATISTICS;

EID: 1942451946     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (261)

References (15)
  • 3
    • 0013151705 scopus 로고    scopus 로고
    • Using the future to "sort out" the present: Rankprop and multitask learning for medical risk evaluation
    • Caruana, R., Baluja, S., & Mitchell, T. (1996). Using the future to "sort out" the present: Rankprop and multitask learning for medical risk evaluation. Advances in Neural Information Processing Systems, 8.
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Caruana, R.1    Baluja, S.2    Mitchell, T.3
  • 5
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • Hand, D. J., & Till, R. J. (2001). A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning, 45, pp. 171-186.
    • (2001) Machine Learning , vol.45 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 6
    • 0002322469 scopus 로고
    • On a test whether one of two random variables is stochastically larger than the other
    • Mann, H. B. & Whitney, D. R. (1947). On a test whether one of two random variables is stochastically larger than the other. Ann. Math. Statist., 18, pp. 50-60.
    • (1947) Ann. Math. Statist. , vol.18 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 8
    • 0034187076 scopus 로고    scopus 로고
    • Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry
    • Mozer, M. C., Wolniewicz, R., Grimes, D. B., Johnson, E., & Kaushansky, H. (2000). Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry. IEEE Trans. on Neural Networks, 11: 690-696.
    • (2000) IEEE Trans. on Neural Networks , vol.11 , pp. 690-696
    • Mozer, M.C.1    Wolniewicz, R.2    Grimes, D.B.3    Johnson, E.4    Kaushansky, H.5
  • 12
    • 1942482033 scopus 로고    scopus 로고
    • Using d' to optimize rankings
    • U.C. San Diego, CSE Department. CS98-601
    • Vogt, C. C. & Cottrell, G. W. (1998). Using d' to optimize rankings. Technical report, U.C. San Diego, CSE Department. CS98-601.
    • (1998) Technical Report
    • Vogt, C.C.1    Cottrell, G.W.2
  • 13
    • 0003790115 scopus 로고    scopus 로고
    • The effect of class distribution on classifier learning: An empirical study
    • Rutgers University, Department of Computer Science
    • Weiss, G. M. & Provost, F. (2001). The effect of class distribution on classifier learning: an empirical study. Technical report ML-TR-44, Rutgers University, Department of Computer Science.
    • (2001) Technical Report , vol.ML-TR-44
    • Weiss, G.M.1    Provost, F.2
  • 14
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon, F. (1945). Individual comparisons by ranking methods. Biometrics, 1, pp. 80-83.
    • (1945) Biometrics , vol.1 , pp. 80-83
    • Wilcoxon, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.