>Anyone who has actually worked with ML will know that the above statement is blatantly not true! it's amazing that such a blog manages to come up so often in google hits...

You do not use ROC curves with imbalanced classes. It's concerning that you think that is wrong.

Thank you for coming to my Ted talk.