A boosting method for maximization of the area under the ROC curve
Author:
Publisher
Springer Science and Business Media LLC
Subject
Statistics and Probability
Link
http://link.springer.com/content/pdf/10.1007/s10463-009-0264-y.pdf
Reference27 articles.
1. Bamber D. (1975) The area above the ordinal dominance graph and the area below the receiver operating characteristic graph. Journal of Mathematical Psychology 12: 387–415
2. Chambers J.M., Hastie T.J. (1992) Statistical models in S. Pacific Grove, CA, Wadsworth and Brooks
3. Eguchi S., Copas J. (2002) A class of logistic-type discriminant functions. Biometrika 89: 1–22
4. Freund Y., Schapire R.E. (1997) A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 55: 119–139
5. Friedman J., Hastie T., Tibshirani R. (2000) Additive logistic regression: A statistical view of boosting (with discussion). The Annals of Statistics 28: 337–407
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