A few weeks back, I was in a discussion with some analytics executives when one gentleman made a point that sounded odd at first. He suggested that in many cases we actually want the predictions we make with our models to be wrong, not right. After hearing his explanation, however, I totally agreed with him. This post will explain and illustrate with some examples.

We often think about models in context of trying to achieve something positive and helpin...