Nonparametric estimation of the threshold at an operating point on the ROC curve

时间:2013-06-03 15:03:23
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文件名称:Nonparametric estimation of the threshold at an operating point on the ROC curve

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更新时间:2013-06-03 15:03:23

roc

In the problem of binary classification (or medical diagnosis), the classification rule (or diagnostic test) produces a continuous decision variable which is compared to a critical value (or threshold). Test values above (or below) that threshold are called positive (or negative) for disease. The two types of errors associated with every threshold value are Type I (false positive) and Type II (false negative) errors.


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