Fig. 6
From: Risk-based evaluation of machine learning-based classification methods used for medical devices
Relationship between risk ratio and P-to-N distribution. Reciprocal relationship for the overall risk ratios \(\:{c}_{FN}\) (ranging from 0.125 and 8.0 with stepwise increment by factor 2). The product between the cost ratio \(\:\frac{{w}_{FN}}{{w}_{FP}}\) for the particular risk and the relationship in numbers / probabilities needs to be constant to keep the overall risk at the same level