Applications of concentration inequalities for statistical scoring and ranking problems
In this overview paper, we consider the scoring approach applied to the ranking problem from a nonparametric perspective. We first focus on the problem of ROC curve optimization in terms of description of optimal elements. Then, we introduce summaries of this f...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2014-01-01
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| Series: | ESAIM: Proceedings and Surveys |
| Online Access: | http://dx.doi.org/10.1051/proc/201444005 |