Bayesian confidence intervals for ROC curves

被引：2
|
作者：
Parker, DR [1 ]
Gustafson, SC
Ross, TD
机构：
[1] USAF, Inst Technol, Dept Elect Engn & Comp Sci, Wright Patterson AFB, OH 45433 USA
[2] USAF, Res Lab, Sensors Directorate, Wright Patterson AFB, OH 45433 USA
来源：
ELECTRONICS LETTERS | 2005年 / 41卷 / 05期
关键词：
D O I：
10.1049/el:20047523
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The probability density of correct detection probability for any false alarm probability on a receiver operating characteristic (ROC) curve is obtained using Bayesian methods. Simulations demonstrate that this density provides rigorous and practical methods for obtaining ROC curve confidence intervals.
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收藏
页码：279 / 280
页数：2
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