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Ranking instances by maximizing the area under ROC curve

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Fig. 1. Effect of swapping the values of the ranking function of two feature values.
Fig. 2. Relation between the slopes of two consecutive line segments in a convex ROC curve.
Fig. 3. Visualization of the ROC points in two-class discretization.

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