Neparametrické odhady ROC křivky
| Title in English | Nonparametric estimates of ROC curve |
|---|---|
| Authors | |
| Year of publication | 2009 |
| Type | Article in Proceedings |
| Conference | Firma a konkurenční prostředí 2009 |
| MU Faculty or unit | |
| Citation | |
| Field | General mathematics |
| Keywords | ROC curve; kernel estimates |
| Description | ROC curve is one of the important indicators describing the quality of partial processes of a company. It is instrumental primarily to comparison of several developed models, evaluation of their accuracy and gives an illustrative overview of their discriminatory characteristics. This work is focused on nonparametric estimates of ROC curve, in particular kernel estimates. There are given their basic properties and also is given a description of solutions to problems that arise in these estimates. Finally, this approach is applied to real data. |
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