Interpretability, Explainability, and Machine Learning

Susan will present, "Understanding and Addressing Bias in Analytics" at CONVERGE, December 1-2. This article was originally published on KDnuggets. I use one of those credit monitoring services that regularly emails me about my credit score: "Congratulations, your score has gone up!" "Uh oh, your score has gone down! I shrug and delete the emails. Credit scores are just one example of the many automated decisions made about us as individuals on the basis of complex models.