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This PR adds reordering to the AUC computation, but applies it only when necessary (i.e.
tpr
is not increasing or decreasing). This prevents the situation where thetpr
elements corresponding to duplicate values in thefpr
array get reordered in an unpredictable manner due to unstable sorting, which in turn may lead to underestimation of the performance score (see my comment under this PR).