Tournament leave-pair-out cross-validation for receiver operating characteristic analysis
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DOI: 10.1177/0962280218795190
Abstract: Receiver operating characteristic analysis is widely used for evaluating diagnostic systems. Recent studies have shown that estimating an area under receiver operating characteristic curve with standard cross-validation methods suffers from a large bias. The leave-pair-out… read more here.
Keywords: cross validation; operating characteristic; receiver operating; leave pair ... See more keywords