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Distance of a Point on the ROC Curve from the Ideal

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The ideal point of on a ROC curve is (0,1) where sensitivity = S = 1 and specificity = E = 1. The distance of a point on a ROC curve to this ideal point can be used to determine the optimum cutoff for the test.

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