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Plots of the model quality parameters for the MtbPen classification model. (a) The ROC curve (TPR, true positive rate; FPR, false positive rate). (b) The distribution densities (PDF, probability density function) of the penetration probability scores for the positive and negative compounds. (c) Dependence of the sensitivity, specificity, and Youden’s J statistic on the score threshold.
