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Effect of changing uncertainty threshold (τ) on WT for entropy measure. Specifically, we plot (left) DSC, (middle) Filtered True Positive Ratio, and (right) Filtered True Negative Ratio as a function of 100 - τ. We plot the curves for six different uncertainty generation methods, namely, MC-Dropout, Deep Ensemble, Dropout Ensemble, Bootstrap, Dropout Bootstrap, and Deterministic. All methods use entropy as a measure of uncertainty.
