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Improving visual communication of discriminative accuracy for predictive models: the probability threshold plot

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Objectives: To propose a visual display-the probability threshold plot (PTP)-that transparently communicates a predictive models' measures of discriminative accuracy along the range of model-based predicted probabilities (Pt). ... ...