def precision_from_tpr_fpr(tpr, fpr, positive_prior):
    """
    Computes precision for a given positive prevalence from TPR and FPR
    """
    return positive_prior * tpr / (positive_prior * tpr + (1 -
        positive_prior) * fpr)
