ROC curve for a 5 mas minimum separation and a contrast of up to one magnitude. The curves for the single channel (e1, e2, and R2, denoted N(e1), N(e2), and N(R2)) are shown along with the combined three-channel classifier (denoted ACF) and the RF method. All curves are colour-coded with the F1 score computed at each threshold. The dashed line shows the performance of a random-guess algorithm. The numerical value in the legend is the AUC of the method.
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