Decision time: Sometimes accuracy is not your friend

When intuition lets you down, you're stuck between ROC and a hard place

Machine learning is about machines making decisions and, as we have already discussed, we can produce multiple models for any given problem and measure their accuracy. It is intuitively obvious that we would elect to use the most accurate model and most of the time, of course, we do."