Interpretable Models

Interpretable Models#

For most applications, perform just as well as fancy pants models. https://arxiv.org/abs/1811.10154 Allow for non-specialists to see what goes into a model to debate ethics (after all, we data scientists have specialized knowledge when it comes to statistical methods, but not ethics)