Weight of Evidence as a Basis for Human-Oriented Explanations

David Alvarez-Melis, Hal Daumé, Jennifer Wortman Vaughan +1

Interpretability is an elusive but highly sought-after characteristic of modern machine learning methods. Recent work has focused on interpretability via $\text{explanations}$, w…