We consider a setting in which we construct a binary classifier from a panel of features in order to optimize either the sensitivity at a fixed specificity level or the area under the partial receiver ...
The accuracy of a medical diagnostic test is typically summarized by the sensitivity and specificity when the test result is dichotomous. Receiver operating characteristic (ROC) curves are measures of ...
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