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On the bias in the AUC variance estimate

Pattern Recognition Letters
The area under the Receiver Operating Characteristic (ROC) curve (AUC) is a standard metric for quantifying and comparing binary classifiers. A popular approach to estimating the AUCs and the associated variabilities - the variance of the AUC or the full covariance matrix of multiple correlated AUCs - is the one proposed by DeLong et al [1], which is ...
openaire   +2 more sources

A simultaneous successive linear estimator and a guide for hydraulic tomography analysis

Water Resources Research, 2009
Tian-chyi Jim Yeh   +2 more
exaly  

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