Receiver Operating Characteristic Curve Confidence Intervals and Regions
نویسندگان
چکیده
منابع مشابه
Nonparametric confidence intervals for receiver operating characteristic curves
We study methods for constructing confidence intervals, and confidence bands, for estimators of receiver operating characteristics. Particular emphasis is placed on the way in which smoothing should be implemented, when estimating either the characteristic itself or its variance. We show that substantial undersmoothing is necessary if coverage properties are not to be impaired. A theoretical an...
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ژورنال
عنوان ژورنال: IEEE Geoscience and Remote Sensing Letters
سال: 2008
ISSN: 1545-598X,1558-0571
DOI: 10.1109/lgrs.2008.915928