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A plot comparing the ROC surface using the true optimal combination (transparent yellow/green) versus an ROC surface using a combination estimated from logistic regression (grey). The yellow/green ROC surface dominates the grey surface. The surfaces were constructed using the true CDFs of the combined scores.
