I have this very concern about using SVM in medical research. I also worry greatly about diagnostic predictive models that maximise overall prediction success

I have this very concern about using SVM in medical research. I also worry greatly about diagnostic predictive models that maximise overall prediction success but don't balance the relative consequences of false positives and false negatives.